Datasets:

gnumanth
/

scribelm-dataset

{"id": "rewrite_getting-redirected-url", "slug": "getting-redirected-url", "task": "rewrite", "category": "linux", "title": "Getting the Redirected URL", "prompt": "<|task:rewrite|>\nTopic: Getting the Redirected URL\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Getting the Redirected URL. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find the redirected URL in the RAW headers of the response, the location would be the HTTP/1.1 307 Temporary Redirected URL.  ![](http://www.h3manth.com/sites/files/eKt Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Getting the Redirected URL. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find the redirected URL in the RAW headers of the response, the location would be the HTTP/1.1 307 Temporary Redirected URL.  ![](http://www.h3manth.com/sites/files/eKt Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find the redirected URL in the RAW headers of the response, the location would be the HTTP/1.1 307 Temporary Redirected URL.\n\n![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nREQUEST-RESPONSE", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4689, "hook_strength": 0.4155, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.715}, "draft_metrics": {"directness": 0.3271, "hook_strength": 0.5125, "zero_fluff": 0.1341, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.1805}, "split_hint": "test"}
{"id": "rewrite_create-a-nodeschool-workshop", "slug": "create-a-nodeschool-workshop", "task": "rewrite", "category": "node", "title": "Create a NodeSchool Workshop", "prompt": "<|task:rewrite|>\nTopic: Create a NodeSchool Workshop\nDraft:\nIn today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding Create a NodeSchool Workshop. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: For international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).  ## Setup  npm install --save adventure-runner Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding Create a NodeSchool Workshop. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: For international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).  ## Setup  npm install --save adventure-runner Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "For international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n\n## Setup\n\nnpm install --save adventure-runner", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7853, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.7412, "p_hemanth": 0.8674}, "draft_metrics": {"directness": 0.458, "hook_strength": 0.61, "zero_fluff": 0.05, "code_first": 0.35, "cadence": 0.8615, "p_hemanth": 0.2114}, "split_hint": "test"}
{"id": "rewrite_trust-fall-with-ai", "slug": "trust-fall-with-ai", "task": "rewrite", "category": "ai", "title": "The Trust Fall With AI", "prompt": "<|task:rewrite|>\nTopic: The Trust Fall With AI\nDraft:\nIn today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding The Trust Fall With AI. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: When I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards into the arms of people you barely knew.  A few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding The Trust Fall With AI. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: When I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards into the arms of people you barely knew.  A few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "When I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards into the arms of people you barely knew.\n\nA few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see what happens.* Not bravery, just curiosity. What does it feel like to actually commit? Turns out it feels like nothing. You fall, hands catch you, and your brain quietly updates its model of the world: *okay, that worked.*\n\nThat exercise has been stuck in my head lately, because it's exactly where we are with AI coding agents right now. Some people are tensing up. Others are letting go. Most are somewhere in between, mid-fall, eyes half-open, peeking over their shoulders.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 0.5809, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.864, "p_hemanth": 0.8587}, "draft_metrics": {"directness": 0.7105, "hook_strength": 0.5125, "zero_fluff": 0.1389, "code_first": 0.35, "cadence": 0.544, "p_hemanth": 0.2423}, "split_hint": "test"}
{"id": "blog_reactive-context-in-svelte", "slug": "reactive-context-in-svelte", "task": "blog", "category": "web", "title": "Reactive Context in Svelte", "tags": ["javascript", "svelte", "frontend"], "prompt": "<|task:blog|>\nTitle: Reactive Context in Svelte\nCategory: web\nTags: javascript, svelte, frontend\nSummary: Using stores with context API for reactive state in Svelte components. Practical notes and code examples on Reactive Context.\n<|hemanth|>\n", "input_text": "Reactive Context in Svelte (web): Using stores with context API for reactive state in Svelte components. Practical notes and code examples on Reactive Context.", "target_text": "The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!\n\n## Basic Example\n\n```javascript\n// Parent has something like:\n<script>\n  import { setContext } from 'svelte'\n  const state = {}\n  setContext('state', state)\n</script>\n```\n\n```javascript\n// In the descendants/child components\n<script>\n  import { getContext } from 'svelte'\n  const state = getContext('state')\n</script>\n```\n\n## The Reactivity Problem\n\nThat was easy, but say you have a situation where the context needs to be updated later in time. If we try `setTimeout(() => {setContext('state', {})}, 1000)`, this would not reflect either in the parent or the child component.\n\n## Stores to the Rescue\n\n`store` comes to our rescue in these cases:\n\n```javascript\n// In the parent component:\nimport { setContext, getContext } from 'svelte';\nimport { writable } from 'svelte/store';\n\nlet state = writable({color: 'hotpink'});\nsetContext('state', state);\n\nsetTimeout(() => { $state = {color: 'red'} }, 2000);\n// ^ Setting the store value aft", "is_hemanth_target": 1, "style_metrics": {"directness": 0.188, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9112}, "split_hint": "test"}
{"id": "rewrite_gemma4-multi-turn-visual-agent", "slug": "gemma4-multi-turn-visual-agent", "task": "rewrite", "category": "ai", "title": "Building a Visual Product Agent with Gemma 4", "prompt": "<|task:rewrite|>\nTopic: Building a Visual Product Agent with Gemma 4\nDraft:\nIn today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding Building a Visual Product Agent with Gemma 4. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: I've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once. Turns out, pretty far.  The idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding Building a Visual Product Agent with Gemma 4. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: I've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once. Turns out, pretty far.  The idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "I've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once. Turns out, pretty far.\n\nThe idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product names. No separate classification step. Just: here's a photo, tell me everything.\n\nHere's the agent in action:", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8086, "hook_strength": 0.8818, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.9236}, "draft_metrics": {"directness": 0.2862, "hook_strength": 0.5125, "zero_fluff": 0.1462, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.1713}, "split_hint": "test"}
{"id": "rewrite_script-install-oracle", "slug": "script-install-oracle", "task": "rewrite", "category": "linux", "title": "Script to Install Oracle", "prompt": "<|task:rewrite|>\nTopic: Script to Install Oracle\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Script to Install Oracle. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Simple hack to install oracle on Ubuntu** ``  ## !/bin/bash  sudo sh -c 'echo \"deb http://oss.oracle.com/debian unstable main non-free\" >> /etc/apt/sources.list' wget http://oss.oracle.com/el4/RPM-GPG-KEY-oracle -O- | sudo apt-key add - sudo apt-get update sudo apt-get install oracle-xe sudo /etc/init.d/oracle-xe configure cat >> $HOME/.bashrc << 'EOF' ORA Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Script to Install Oracle. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Simple hack to install oracle on Ubuntu** ``  ## !/bin/bash  sudo sh -c 'echo \"deb http://oss.oracle.com/debian unstable main non-free\" >> /etc/apt/sources.list' wget http://oss.oracle.com/el4/RPM-GPG-KEY-oracle -O- | sudo apt-key add - sudo apt-get update sudo apt-get install oracle-xe sudo /etc/init.d/oracle-xe configure cat >> $HOME/.bashrc << 'EOF' ORA Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**Simple hack to install oracle on Ubuntu** ``\n\n## !/bin/bash\n\nsudo sh -c 'echo \"deb http://oss.oracle.com/debian unstable main non-free\" >> /etc/apt/sources.list' wget http://oss.oracle.com/el4/RPM-GPG-KEY-oracle -O- | sudo apt-key add - sudo apt-get update sudo apt-get install oracle-xe sudo /etc/init.d/oracle-xe configure cat >> $HOME/.bashrc << 'EOF' ORACLE_HOME=/usr/lib/oracle/xe/app/oracle/product/10.2.0/server PATH=$PATH:$ORACLE_HOME/bin export ORACLE_HOME export ORACLE_SID=XE EOF **To test if its working fine** **Log in as database admin** : _sqlplus sys as sysdba_", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.86, "p_hemanth": 0.7385}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1245, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.147}, "split_hint": "test"}
{"id": "social_using-statement-python", "slug": "using-statement-python", "task": "social", "category": "python", "title": "Using the 'With' Statement in Python", "prompt": "<|task:social|>\nTitle: Using the 'With' Statement in Python\nCategory: python\nPost:\n**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\n> PEP 304 was originally written in first person by Guido, and\n>     \n>     \n>     subsequently updated by Nick Coghlan to reflect later discussion\n>     on python-dev. Any first person references are from Guido's\n>     original.\n>\n<|hemanth|>\n", "input_text": "Using the 'With' Statement in Python\n**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\n> PEP 304 was originally written in first person by Guido, and\n>     \n>     \n>     subsequently updated by Nick Coghlan to reflect later discussion\n>     on python-dev. Any first person references are from Guido's\n>     original.\n>", "target_text": "### LinkedIn\nUsing the 'With' Statement in Python\n\n**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\n• Problem: The ’with’ Statement PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old.\n• Takeaway: So thought of making a small entry here, about using the with statement in python.\n\nFull breakdown: https://h3manth.com/scribe/using-statement-python/\n\n#Python\n\n### Hacker News\nTitle: Using the 'With' Statement in Python\n\n**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\nPost: https://h3manth.com/scribe/using-statement-python/\n\n### Reddit\nTitle: Using the 'With' Statement in Python\n\nTL;DR:\n- **The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n- So thought of making a small entry here, about using the with statement in python.\n\nBlog: https://h3manth.com/scribe/using-statement-python/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.401, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8627}, "split_hint": "test"}
{"id": "rewrite_grunt-tweet-git-commit", "slug": "grunt-tweet-git-commit", "task": "rewrite", "category": "node", "title": "Grunt Tweet Git Commit", "prompt": "<|task:rewrite|>\nTopic: Grunt Tweet Git Commit\nDraft:\nIn today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding Grunt Tweet Git Commit. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: A fun CLI hack to automatically tweet about every git commit.  ## Prerequisites  npm install ntwitter npm install -g grunt-cli Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding Grunt Tweet Git Commit. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: A fun CLI hack to automatically tweet about every git commit.  ## Prerequisites  npm install ntwitter npm install -g grunt-cli Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "A fun CLI hack to automatically tweet about every git commit.\n\n## Prerequisites\n\nnpm install ntwitter\nnpm install -g grunt-cli", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.6471, "p_hemanth": 0.8605}, "draft_metrics": {"directness": 0.5453, "hook_strength": 0.5864, "zero_fluff": 0.05, "code_first": 0.35, "cadence": 0.7997, "p_hemanth": 0.2234}, "split_hint": "test"}
{"id": "critic_pos_http-imports-node", "slug": "http-imports-node", "task": "critic", "category": "node", "title": "HTTP Imports on Node", "prompt": "<|task:critic|>\nText:\nNode `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\n## Example\n<|hemanth|>\n", "input_text": "Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\n## Example", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.95)\ndirectness=0.50 | hook=1.00 | zero_fluff=1.00 | code_first=1.00 | cadence=0.88\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5016, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.8753, "p_hemanth": 0.9461}, "split_hint": "test"}
{"id": "blog_wikipedia-search-summary-api", "slug": "wikipedia-search-summary-api", "task": "blog", "category": "javascript", "title": "Wikipedia Search Summary API", "tags": ["javascript", "web"], "prompt": "<|task:blog|>\nTitle: Wikipedia Search Summary API\nCategory: javascript\nTags: javascript, web\nSummary: After Random images from wikipedia I made another simple API to get the summary for a search term using PHP. It’s a JSONP.\n<|hemanth|>\n", "input_text": "Wikipedia Search Summary API (javascript): After Random images from wikipedia I made another simple API to get the summary for a search term using PHP. It’s a JSONP.", "target_text": "After [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n\nIt's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain requests are possible with this API, one can easily integrate it to search boxes or widgets.\n\n**Monkey code :**\n\n<?php  \n  \n// Set headers for JSON  \n[header](http://www.php.net/header)('Content-type: application/json');  \n  \n// This the DNS to query   \n$DNS=$_GET['q'].\".wp.dg.cx\";  \n  \n// Get the TXT records for the Name server  \n$result = dns_get_record($DNS,DNS_TXT);  \n  \n// Return the JSONP  \nprint $_GET['callback'].'('.[json_encode](http://www.php.net/json_encode)([array](http://www.php.net/array)(\"res\"=>$result[0]['txt'])).')';  \n  \n?>  \n\nA simple _$.getJSON()_ can be used to get the _data.res _indeed the famous \"callback=?\" trick is <3'd by one and all.__\n\n[SAMPLE RESPONSE](http://www.h3manth.com/ws.php?q=linux&callback=?) with callback=?\n\nYou might also like [One line GUI wikipedia search](http://www.h3manth.com/content/one-line-search-wiki-lin", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.6994}, "split_hint": "test"}
{"id": "blog_create-a-nodeschool-workshop", "slug": "create-a-nodeschool-workshop", "task": "blog", "category": "node", "title": "Create a NodeSchool Workshop", "tags": ["node", "nodeschool"], "prompt": "<|task:blog|>\nTitle: Create a NodeSchool Workshop\nCategory: node\nTags: node, nodeschool\nSummary: Building interactive NodeSchool workshops with adventure-runner. Practical notes and code examples on Create a NodeSchool.\n<|hemanth|>\n", "input_text": "Create a NodeSchool Workshop (node): Building interactive NodeSchool workshops with adventure-runner. Practical notes and code examples on Create a NodeSchool.", "target_text": "For international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n\n## Setup\n\nnpm install --save adventure-runner\n\n## Structure\n\n- `runner.js` - The brain of the workshop\n- `problems/` - Where all problems are located\n- `package.json` - Like any other module\n\n## runner.js\n\n```javascript\nvar runner = require('adventure-runner');\nrunner('math-adventure', './problems');\n\n## Problem Definition\njavascript\n// problems/addition/index.js\nexports.problem = 'Write a program that adds two numbers...';\n\nexports.verify = function(args, cb) {\n  var proposed = require(process.cwd() + '/' + args[0]);\n  if (proposed(3, 4) == 7) {\n    console.log(\"You have solved it!\");\n    return cb(true);\n  }\n};\n```", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4253, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9225}, "split_hint": "test"}
{"id": "rewrite_insight-google-instant", "slug": "insight-google-instant", "task": "rewrite", "category": "web", "title": "Insight of Google Instant", "prompt": "<|task:rewrite|>\nTopic: Insight of Google Instant\nDraft:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Insight of Google Instant. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Google Instant is a new search enhancement that shows results as you type.**  **Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and Enter key will last longer.  ![](http://imgur.com/Q5m3i.png) **Advantages for Google :** 1\\. Less server ov Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Insight of Google Instant. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Google Instant is a new search enhancement that shows results as you type.**  **Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and Enter key will last longer.  ![](http://imgur.com/Q5m3i.png) **Advantages for Google :** 1\\. Less server ov Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**Google Instant is a new search enhancement that shows results as you type.**\n\n**Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and Enter key will last longer.\n\n![](http://imgur.com/Q5m3i.png) **Advantages for Google :** 1\\. Less server overhead. 2\\. Better user response.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.723, "p_hemanth": 0.9106}, "draft_metrics": {"directness": 0.818, "hook_strength": 0.5125, "zero_fluff": 0.1125, "code_first": 0.35, "cadence": 0.52, "p_hemanth": 0.2701}, "split_hint": "test"}
{"id": "blog_removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu", "slug": "removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu", "task": "blog", "category": "cli", "title": "Removing USB viruses with Ubuntu", "tags": ["linux"], "prompt": "<|task:blog|>\nTitle: Removing USB viruses with Ubuntu\nCategory: cli\nTags: linux\nSummary: Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu. Practical notes.\n<|hemanth|>\n", "input_text": "Removing USB viruses with Ubuntu (cli): Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu. Practical notes.", "target_text": "Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n\n**Steps to success:**\n\n```bash\ncd /media/<your-usb-drive>\nsudo chmod 777 *.*\n```\n\n**Common viruses:**\n\n- Autorun.inf\n- Ravmon.exe\n- New Folder.exe\n- svchost.exe\n- Heap41a\n- NewFolder.exe\n- System\n- RECYCLER\n\n...or any other exe file which may be suspicious.\n\n**Remove them:**\n\n```bash\nsudo rm -rf *.exe\nsudo rm -rf Autorun.inf\nsudo rm -rf RECYCLER\n```\n\nP.S: If step 2 did not help try `sudo chmod 777 *`", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2289, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.8838}, "split_hint": "test"}
{"id": "social_how-caching-matters-js", "slug": "how-caching-matters-js", "task": "social", "category": "linux", "title": "How Caching Matters in JS?", "prompt": "<|task:social|>\nTitle: How Caching Matters in JS?\nCategory: linux\nPost:\nCaching plays a very important role, may it be on the client side or on the server side.\n\nI tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nTo state the numbers, cache less query was 98% slower than the cached query!\n<|hemanth|>\n", "input_text": "How Caching Matters in JS?\nCaching plays a very important role, may it be on the client side or on the server side.\n\nI tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nTo state the numbers, cache less query was 98% slower than the cached query!", "target_text": "### LinkedIn\nHow Caching Matters in JS?\n\nCaching plays a very important role, may it be on the client side or on the server side.\n\n• Problem: Caching plays a very important role, may it be on the client side or on the server side. I tired to do a tittle benchmark.\n• Takeaway: I tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nFull breakdown: https://h3manth.com/scribe/how-caching-matters-js/\n\n#Linux #Opensource\n\n### Hacker News\nTitle: How Caching Matters in JS?\n\nCaching plays a very important role, may it be on the client side or on the server side.\n\nI tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nPost: https://h3manth.com/scribe/how-caching-matters-js/\n\n### Reddit\nTitle: How Caching Matters in JS?\n\nTL;DR:\n- Caching plays a very important role, may it be on the client side or on the server side.\n- I tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nBlog: https://h3manth.com/scribe/how-caching-matters-js/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7841, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 0.884, "p_hemanth": 0.9498}, "split_hint": "test"}
{"id": "social_http-imports-node", "slug": "http-imports-node", "task": "social", "category": "node", "title": "HTTP Imports on Node", "prompt": "<|task:social|>\nTitle: HTTP Imports on Node\nCategory: node\nPost:\nNode `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\n## Example\n<|hemanth|>\n", "input_text": "HTTP Imports on Node\nNode `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\n## Example", "target_text": "### LinkedIn\nHTTP Imports on Node\n\nNode `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\n• Problem: Node.js gets ESM import support over HTTPS remotely and HTTP locally. Practical notes and code examples on HTTP Imports on.\n• Takeaway: This is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\nFull breakdown: https://h3manth.com/scribe/http-imports-node/\n\n#Node #Javascript #Esm #Http\n\n### Hacker News\nTitle: HTTP Imports on Node\n\nNode `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\nPost: https://h3manth.com/scribe/http-imports-node/\n\n### Reddit\nTitle: HTTP Imports on Node\n\nTL;DR:\n- Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n- This is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\nBlog: https://h3manth.com/scribe/http-imports-node/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5632, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9422}, "split_hint": "test"}
{"id": "social_know-your-weather-terminal", "slug": "know-your-weather-terminal", "task": "social", "category": "linux", "title": "Know Your Weather From Terminal", "prompt": "<|task:social|>\nTitle: Know Your Weather From Terminal\nCategory: linux\nPost:\nHere is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the feed as per requirement.\n\nFollow these steps :\n\n``\n<|hemanth|>\n", "input_text": "Know Your Weather From Terminal\nHere is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the feed as per requirement.\n\nFollow these steps :\n\n``", "target_text": "### LinkedIn\nKnow Your Weather From Terminal\n\nHere is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the...\n\n• Problem: Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current.\n• Takeaway: Follow these steps :\n\nFull breakdown: https://h3manth.com/scribe/know-your-weather-terminal/\n\n#Bash #Web\n\n### Hacker News\nTitle: Know Your Weather From Terminal\n\nHere is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the...\n\nFollow these steps :\n\nPost: https://h3manth.com/scribe/know-your-weather-terminal/\n\n### Reddit\nTitle: Know Your Weather From Terminal\n\nTL;DR:\n- Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the...\n- Follow these steps :\n\nBlog: https://h3manth.com/scribe/know-your-weather-terminal/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7623, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 0.9772, "p_hemanth": 0.9327}, "split_hint": "test"}
{"id": "blog_trust-fall-with-ai", "slug": "trust-fall-with-ai", "task": "blog", "category": "ai", "title": "The Trust Fall With AI", "tags": ["ai", "trust", "agents", "philosophy", "mcp"], "prompt": "<|task:blog|>\nTitle: The Trust Fall With AI\nCategory: ai\nTags: ai, trust, agents, philosophy, mcp\nSummary: Trust in AI isn’t binary - it’s a spectrum. Like a theater trust fall, it takes practice, guardrails, and the willingness.\n<|hemanth|>\n", "input_text": "The Trust Fall With AI (ai): Trust in AI isn’t binary - it’s a spectrum. Like a theater trust fall, it takes practice, guardrails, and the willingness.", "target_text": "When I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards into the arms of people you barely knew.\n\nA few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see what happens.* Not bravery, just curiosity. What does it feel like to actually commit? Turns out it feels like nothing. You fall, hands catch you, and your brain quietly updates its model of the world: *okay, that worked.*\n\nThat exercise has been stuck in my head lately, because it's exactly where we are with AI coding agents right now. Some people are tensing up. Others are letting go. Most are somewhere in between, mid-fall, eyes half-open, peeking over their shoulders.\n\n## The trust spectrum\n\nMost conversations about AI trust are binary: you either trust it or you don't. That framing is wrong. Trust is a spectrum, and with AI, it looks something like this:\n\n| Level | What it looks like | Example |\n|-------|-------------------|---------| \n| 0 - Skeptic | Won't use it at all | \"", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8098, "hook_strength": 0.5809, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8787}, "split_hint": "test"}
{"id": "rewrite_ubuntu-family-happy-family", "slug": "ubuntu-family-happy-family", "task": "rewrite", "category": "linux", "title": "Ubuntu Family a Happy Family", "prompt": "<|task:rewrite|>\nTopic: Ubuntu Family a Happy Family\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Ubuntu Family a Happy Family. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**  Version | Code name | Release date   ---|---|---   4.10 | Warty Warthog | 2004-10-20   5.04 | Hoary Hedgehog | 2005-04-08   5.10 | Breezy Badger | 2005-10-13   6.06 LTS | Dapper Drake | 2006-06-01   6.10 | Edgy Eft | 2006-10-26   7.04 | Feisty Fawn | 2007 Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Ubuntu Family a Happy Family. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**  Version | Code name | Release date   ---|---|---   4.10 | Warty Warthog | 2004-10-20   5.04 | Hoary Hedgehog | 2005-04-08   5.10 | Breezy Badger | 2005-10-13   6.06 LTS | Dapper Drake | 2006-06-01   6.10 | Edgy Eft | 2006-10-26   7.04 | Feisty Fawn | 2007 Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n\nVersion | Code name | Release date  \n---|---|---  \n4.10 | Warty Warthog | 2004-10-20  \n5.04 | Hoary Hedgehog | 2005-04-08  \n5.10 | Breezy Badger | 2005-10-13  \n6.06 LTS | Dapper Drake | 2006-06-01  \n6.10 | Edgy Eft | 2006-10-26  \n7.04 | Feisty Fawn | 2007-04-19  \n7.10 | Gutsy Gibbon | 2007-10-18  \n8.04 LTS | Hardy Heron | 2008-04-24  \n8.10 | Intrepid Ibex | 2008-10-30  \n9.04 | Jaunty Jackalope | 2009-04-23  \n9.10 | Karmic Koala | 2009-10-29  \n10.04LTS | Lucid Lynx | 2010-10-29  \n10.10 | Maverick Meerka | 28-10-2010   \n  \n[![inspired by nizarus, made this... \"Ubuntu Family :O\\)\" on Twitpic](http://twitpic.com/show/thumb/1hy1r8.png)](http://twitpic.com/1hy1r8/full \"inspired by nizarus, made this... \"Ubuntu Family :O\\)\" on Twitpic\")", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1293, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1485}, "split_hint": "test"}
{"id": "critic_neg_http-imports-node", "slug": "http-imports-node", "task": "critic", "category": "node", "title": "HTTP Imports on Node", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding HTTP Imports on Node. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.  This is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.  ## Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding HTTP Imports on Node. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.  This is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.  ## Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.27)\ndirectness=0.52 | hook=0.51 | zero_fluff=0.08 | code_first=0.50 | cadence=0.90\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.5153, "hook_strength": 0.5125, "zero_fluff": 0.0798, "code_first": 0.5003, "cadence": 0.904, "p_hemanth": 0.2738}, "split_hint": "test"}
{"id": "rewrite_ns2-ubuntu-910", "slug": "ns2-ubuntu-910", "task": "rewrite", "category": "linux", "title": "NS2 on Ubuntu 9.10", "prompt": "<|task:rewrite|>\nTopic: NS2 on Ubuntu 9.10\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding NS2 on Ubuntu 9.10. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: To install The Network Simulator - ns-2 we need to bit of circus.  **Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `  _By default gcc version is 4.4, but has ns2 compiles well only will 4.3 we need to downgrade gcc !_ Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding NS2 on Ubuntu 9.10. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: To install The Network Simulator - ns-2 we need to bit of circus.  **Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `  _By default gcc version is 4.4, but has ns2 compiles well only will 4.3 we need to downgrade gcc !_ Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "To install The Network Simulator - ns-2 we need to bit of circus.\n\n**Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\n_By default gcc version is 4.4, but has ns2 compiles well only will 4.3 we need to downgrade gcc !_", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2616, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.8912}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1173, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.326}, "split_hint": "test"}
{"id": "blog_grunt-tweet-git-commit", "slug": "grunt-tweet-git-commit", "task": "blog", "category": "node", "title": "Grunt Tweet Git Commit", "tags": ["node", "grunt", "git", "cli"], "prompt": "<|task:blog|>\nTitle: Grunt Tweet Git Commit\nCategory: node\nTags: node, grunt, git, cli\nSummary: Automatically tweet about every git commit using Grunt. Practical notes and code examples on Grunt Tweet Git Commit by in JS.\n<|hemanth|>\n", "input_text": "Grunt Tweet Git Commit (node): Automatically tweet about every git commit using Grunt. Practical notes and code examples on Grunt Tweet Git Commit by in JS.", "target_text": "A fun CLI hack to automatically tweet about every git commit.\n\n## Prerequisites\n\nnpm install ntwitter\nnpm install -g grunt-cli\n\n## Custom Grunt Tweet Task\n\n```javascript\ngrunt.registerTask('tweet', 'Tweet the commit info', function() {\n  var twitter = require('twitter');\n  var shell = require('shelljs');\n  \n  var commit_comment = shell.exec('git log -1 --pretty=%B').output\n    .replace(/(\\r\\n|\\n|\\r)/gm, '');\n  var repo = shell.exec('basename $(git remote show -n origin | grep Fetch | cut -d: -f2-)').output\n    .replace(/(\\r\\n|\\n|\\r)/gm, '');\n  var author = shell.exec(\"git --no-pager show -s --format='%an'\").output\n    .replace(/(\\r\\n|\\n|\\r)/gm, '');\n  \n  var tweet = util.format('%s on %s by %s', commit_comment, repo, author);\n  \n  var twit = new twitter({\n    consumer_key: 'Twitter',\n    consumer_secret: 'API',\n    access_token_key: 'keys',\n    access_token_secret: 'go here'\n  });\n  \n  twit.updateStatus(tweet, function(err, data) {\n    console.log(data);\n  });\n});\n```\n\nHave a pre-commit hook at `.git/hooks/pre-commit` calling `grunt tweet` to tweet on every commit!\n\nThe tweet would be something like: `'jshint suggestions from @passy on yo.git by Hemanth.HM'`", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6107, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9486, "p_hemanth": 0.9441}, "split_hint": "test"}
{"id": "rewrite_agentu_codelab", "task": "rewrite", "category": "ai", "title": "Interactive browser codelab for agentu", "prompt": "<|task:rewrite|>\nTopic: Interactive browser codelab for agentu\nDraft:\nTo facilitate developer onboarding for the agentu framework, we have constructed a browser-based educational environment utilizing WebAssembly and Pyodide that enables users to execute 41 lessons covering memory, guardrails, and workflows without local environment configuration.\n<|hemanth|>\n", "input_text": "To facilitate developer onboarding for the agentu framework, we have constructed a browser-based educational environment utilizing WebAssembly and Pyodide that enables users to execute 41 lessons covering memory, guardrails, and workflows without local environment configuration.", "target_text": "Learn `agentu` by doing — 41 interactive Python lessons running directly in your browser via Pyodide.\n\nCovers tools, permissions, always-on memory, guardrails, workflows, MCP, durable agents, and loop engineering. Zero setup. Edit code, hit Run, and build real agents in ~2 hours.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.5894, "cadence": 0.8457, "p_hemanth": 0.9469}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.6873, "zero_fluff": 0.4066, "code_first": 0.35, "cadence": 0.86, "p_hemanth": 0.2764}, "split_hint": "test"}
{"id": "blog_javascript-one-liner-extracting-unique-words-from-webpages", "slug": "javascript-one-liner-extracting-unique-words-from-webpages", "task": "blog", "category": "javascript", "title": "JavaScript one liner extracting unique words from webpages", "tags": ["javascript"], "prompt": "<|task:blog|>\nTitle: JavaScript one liner extracting unique words from webpages\nCategory: javascript\nTags: javascript\nSummary: A very strong raw JavaScript one liner for extracting all the words in a given webpage. Practical notes and code examples.\n<|hemanth|>\n", "input_text": "JavaScript one liner extracting unique words from webpages (javascript): A very strong raw JavaScript one liner for extracting all the words in a given webpage. Practical notes and code examples.", "target_text": "Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nExtracting all the words in a given webpage, which later can be used to parse or search!\n\nThe whole idea is to collect all the words in the page and create a set() out of it.\n\n**So here is the one liner for extracting unique words form any page:**\n\n```javascript\nvar words = document.body.textContent.split(/\\s+/).sort().filter(function(v, i, o) {\n    return v !== o[i - 1];\n});\n```\n\n**Let's break it down!**\n\n`document.body.innerText` or `document.body.textContent` would give us text (string) present in the body of the current document.\n\n`split(/\\s+/)` would split the text (string object) collected above into an array of strings by separating the string into substrings.\n\n`sort()` indeed sorts the array that was created above.\n\n**The interesting part of the one liner!**\n\n`filter(function(v, i, o) { return v !== o[i-1]; })` - this method creates a set out of the given array, set as in remove duplicates so that searching/parsing would be faster and better. This can be elimina", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5401, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9392}, "split_hint": "test"}
{"id": "blog_camera-and-microphone-access-with-html5", "slug": "camera-and-microphone-access-with-html5", "task": "blog", "category": "javascript", "title": "Camera and Microphone Access with HTML5", "tags": ["javascript", "html5"], "prompt": "<|task:blog|>\nTitle: Camera and Microphone Access with HTML5\nCategory: javascript\nTags: javascript, html5\nSummary: Plugin-free access to camera/microphone with HTML5! Welcome to the post-flash revolution. Practical notes and code examples.\n<|hemanth|>\n", "input_text": "Camera and Microphone Access with HTML5 (javascript): Plugin-free access to camera/microphone with HTML5! Welcome to the post-flash revolution. Practical notes and code examples.", "target_text": "Yes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nAFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease.\n\nIt's important to note that this works with Chrome 18.0.1009.0 with the **--enable-media-stream** flag set, Firefox nightly and Opera 12.\n\nIn Chrome type `chrome://flags` in your address bar. Find 'Enable MediaStream' and enable it.\n\n**Simple code to capture voice and video:**\n\n```javascript\nnavigator.getUserMedia = navigator.webkitGetUserMedia || navigator.getUserMedia;\n\nwindow.URL = window.URL || window.webkitURL;\n\nnavigator.getUserMedia({audio: true, video: true}, function(stream) {\n  var video = document.querySelector('video');\n  video.src = window.URL.createObjectURL(stream);\n}, function(e) {\n  console.log(e);\n});\n```\n\n**DEMOS:**\n\n- [Photo booth](http://html5-demos.appspot.com/static/getusermedia/photobooth.html)\n- [Live Effects](http://neave.com/webcam/html5/)\n- [Augmented Reality](http://www.html5rocks.com/en/tutorials/webgl/jsartoolkit_w", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7075, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9335, "p_hemanth": 0.9683}, "split_hint": "test"}
{"id": "critic_pos_customizing-bespin", "slug": "customizing-bespin", "task": "critic", "category": "python", "title": "Customizing Bespin", "prompt": "<|task:critic|>\nText:\n**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_\n\n**Peek into dryice.py :** ``\n\n## !/usr/bin/env python\n<|hemanth|>\n", "input_text": "**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_\n\n**Peek into dryice.py :** ``\n\n## !/usr/bin/env python", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.81)\ndirectness=0.17 | hook=1.00 | zero_fluff=1.00 | code_first=0.48 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.48, "cadence": 1.0, "p_hemanth": 0.8097}, "split_hint": "test"}
{"id": "critic_pos_reactive-context-in-svelte", "slug": "reactive-context-in-svelte", "task": "critic", "category": "web", "title": "Reactive Context in Svelte", "prompt": "<|task:critic|>\nText:\nThe [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!\n\n## Basic Example\n\n```javascript\n// Parent has something like:\n<script>\n  import { setContext } from 'svelte'\n  const state = {}\n  setContext('state', state)\n</script>\n```\n<|hemanth|>\n", "input_text": "The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!\n\n## Basic Example\n\n```javascript\n// Parent has something like:\n<script>\n  import { setContext } from 'svelte'\n  const state = {}\n  setContext('state', state)\n</script>\n```", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.91)\ndirectness=0.19 | hook=1.00 | zero_fluff=1.00 | code_first=1.00 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.188, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9112}, "split_hint": "test"}
{"id": "critic_pos_2025-ai-predictions-review", "slug": "2025-ai-predictions-review", "task": "critic", "category": "ai", "title": "My 2025 AI Predictions: How Did They Hold Up?", "prompt": "<|task:critic|>\nText:\nAt the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nHere's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025:\n<|hemanth|>\n", "input_text": "At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nHere's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025:", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.72)\ndirectness=0.23 | hook=0.76 | zero_fluff=1.00 | code_first=0.35 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.7582, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7241}, "split_hint": "test"}
{"id": "critic_pos_javascript-one-liner-extracting-unique-words-from-webpages", "slug": "javascript-one-liner-extracting-unique-words-from-webpages", "task": "critic", "category": "javascript", "title": "JavaScript one liner extracting unique words from webpages", "prompt": "<|task:critic|>\nText:\nUnlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nExtracting all the words in a given webpage, which later can be used to parse or search!\n<|hemanth|>\n", "input_text": "Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nExtracting all the words in a given webpage, which later can be used to parse or search!", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.94)\ndirectness=0.54 | hook=0.77 | zero_fluff=1.00 | code_first=1.00 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5401, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9392}, "split_hint": "test"}
{"id": "rewrite_made-it-guinness-book", "slug": "made-it-guinness-book", "task": "rewrite", "category": "web", "title": "Made It Into the Guinness Book!", "prompt": "<|task:rewrite|>\nTopic: Made It Into the Guinness Book!\nDraft:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Made It Into the Guinness Book!. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Couple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed genuine to so just read it and noticed that it had a link to the original guinness site with a username and key!  Had a quick check on redditgits and turned out to be Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Made It Into the Guinness Book!. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Couple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed genuine to so just read it and noticed that it had a link to the original guinness site with a username and key!  Had a quick check on redditgits and turned out to be Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Couple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed genuine to so just read it and noticed that it had a link to the original guinness site with a username and key!\n\nHad a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when compared to 7 billion human beings ;)\n\nHad to pay some $$ to get the certificate shipped to my place, it arrived yesterday, have a look at it below :", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.6336, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.6483}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1438, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1531}, "split_hint": "test"}
{"id": "critic_pos_google-chrome-stable-gnulinux-now", "slug": "google-chrome-stable-gnulinux-now", "task": "critic", "category": "linux", "title": "Google Chrome Is Stable for GNU/Linux Now", "prompt": "<|task:critic|>\nText:\n[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\n**Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!**\n<|hemanth|>\n", "input_text": "[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\n**Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!**", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.78)\ndirectness=0.17 | hook=1.00 | zero_fluff=1.00 | code_first=0.35 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "split_hint": "test"}
{"id": "rewrite_setting-secure-subversion-server-apache-ubuntu", "slug": "setting-secure-subversion-server-apache-ubuntu", "task": "rewrite", "category": "linux", "title": "Setting Up a Secure Subversion Server With Apache in Ubuntu", "prompt": "<|task:rewrite|>\nTopic: Setting Up a Secure Subversion Server With Apache in Ubuntu\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Setting Up a Secure Subversion Server With Apache in Ubuntu. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**  _\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a most Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Setting Up a Secure Subversion Server With Apache in Ubuntu. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**  _\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a most Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a mostly-compatible successor to the widely used Concurrent Versions System (CVS).\" -Wikipedia_\n\n**Steps are pretty easy now:** ` _**Step 1:**_ **Get subversion and Subversion modules for Apache2** **sudo apt-get install subversion subversion-tools libapache2-svn**`", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9652, "p_hemanth": 0.9036}, "draft_metrics": {"directness": 0.3107, "hook_strength": 0.5125, "zero_fluff": 0.1389, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.1767}, "split_hint": "test"}
{"id": "rewrite_auto-notify-git-pull", "slug": "auto-notify-git-pull", "task": "rewrite", "category": "opensource", "title": "Auto Notify Git Pull", "prompt": "<|task:rewrite|>\nTopic: Auto Notify Git Pull\nDraft:\nIn today's rapidly evolving opensource landscape, developers and organizations frequently encounter multifaceted challenges regarding Auto Notify Git Pull. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: A script that upon entering a directory asynchronously checks git remotes for updates.    Place this in your `.bashrc` to override the `cd` command. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving opensource landscape, developers and organizations frequently encounter multifaceted challenges regarding Auto Notify Git Pull. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: A script that upon entering a directory asynchronously checks git remotes for updates.    Place this in your `.bashrc` to override the `cd` command. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "A script that upon entering a directory asynchronously checks git remotes for updates.\n\n```bash\nfunction cd() {\n  async() {\n    { $2 $($1) }&\n  }\n  \n  notify_callback() {\n    [[ $1 > 0 ]] && echo \"You have new stuff to pull!\"\n  }\n  \n  # If it's a git repo, check if we need to pull.\n  if git rev-parse --is-inside-work-tree &>/dev/null; then\n    async \"git rev-list HEAD...origin/master --count\" notify_callback\n  fi\n  \n  builtin cd \"$@\"\n}\n```\n\nPlace this in your `.bashrc` to override the `cd` command.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.6706, "p_hemanth": 0.948}, "draft_metrics": {"directness": 0.6953, "hook_strength": 0.5509, "zero_fluff": 0.05, "code_first": 0.6894, "cadence": 0.8812, "p_hemanth": 0.4255}, "split_hint": "test"}
{"id": "social_made-it-guinness-book", "slug": "made-it-guinness-book", "task": "social", "category": "web", "title": "Made It Into the Guinness Book!", "prompt": "<|task:social|>\nTitle: Made It Into the Guinness Book!\nCategory: web\nPost:\nCouple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed genuine to so just read it and noticed that it had a link to the original guinness site with a username and key!\n\nHad a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when compared to 7 billion h\n<|hemanth|>\n", "input_text": "Made It Into the Guinness Book!\nCouple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed genuine to so just read it and noticed that it had a link to the original guinness site with a username and key!\n\nHad a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when compared to 7 billion h", "target_text": "### LinkedIn\nMade It Into the Guinness Book!\n\nCouple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed...\n\n• Problem: Couple of weeks back when I was cleaning my mailbox I noticed a mail which read Hey redditgiftor, YOU are a Guinness World.\n• Takeaway: Had a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when...\n\nFull breakdown: https://h3manth.com/scribe/made-it-guinness-book/\n\n#Web\n\n### Hacker News\nTitle: Made It Into the Guinness Book!\n\nCouple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed...\n\nHad a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when...\n\nPost: https://h3manth.com/scribe/made-it-guinness-book/\n\n### Reddit\nTitle: Made It Into the Guinness Book!\n\nTL;DR:\n- Couple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed...\n- Had a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when...\n\nBlog: https://h3manth.com/scribe/made-it-guinness-book/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6131, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.9379}, "split_hint": "test"}
{"id": "rewrite_integrate-google-calendar-evolution-and-gnome-clock", "slug": "integrate-google-calendar-evolution-and-gnome-clock", "task": "rewrite", "category": "linux", "title": "Integrate Google Calendar With Evolution and Gnome Clock", "prompt": "<|task:rewrite|>\nTopic: Integrate Google Calendar With Evolution and Gnome Clock\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Integrate Google Calendar With Evolution and Gnome Clock. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Go to your Google Calendar and find out your private ICAL URL   Now, open a terminal and type :   /usr/lib/evolution-webcal/evolution-webcal YOUR_PRIVATE_ICAL_URL Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Integrate Google Calendar With Evolution and Gnome Clock. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Go to your Google Calendar and find out your private ICAL URL   Now, open a terminal and type :   /usr/lib/evolution-webcal/evolution-webcal YOUR_PRIVATE_ICAL_URL Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Go to your Google Calendar and find out your private ICAL URL \n\nNow, open a terminal and type : \n\n/usr/lib/evolution-webcal/evolution-webcal YOUR_PRIVATE_ICAL_URL", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4253, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.86, "p_hemanth": 0.7733}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5273, "zero_fluff": 0.05, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1282}, "split_hint": "test"}
{"id": "social_script-install-oracle", "slug": "script-install-oracle", "task": "social", "category": "linux", "title": "Script to Install Oracle", "prompt": "<|task:social|>\nTitle: Script to Install Oracle\nCategory: linux\nPost:\n**Simple hack to install oracle on Ubuntu** ``\n\n## !/bin/bash\n\nsudo sh -c 'echo \"deb http://oss.oracle.com/debian unstable main non-free\" >> /etc/apt/sources.list' wget http://oss.oracle.com/el4/RPM-GPG-KEY-oracle -O- | sudo apt-key add - sudo apt-get update sudo apt-get install oracle-xe sudo /etc/init.d/oracle-xe configure cat >> $HOME/.bashrc << 'EOF' ORACLE_HOME=/usr/lib/oracle/xe/app/oracle/product/10.2.0/server PATH=$PATH:$ORACLE_HOME/bin export ORACLE_HOME export ORACLE_SID=XE EOF **To te\n<|hemanth|>\n", "input_text": "Script to Install Oracle\n**Simple hack to install oracle on Ubuntu** ``\n\n## !/bin/bash\n\nsudo sh -c 'echo \"deb http://oss.oracle.com/debian unstable main non-free\" >> /etc/apt/sources.list' wget http://oss.oracle.com/el4/RPM-GPG-KEY-oracle -O- | sudo apt-key add - sudo apt-get update sudo apt-get install oracle-xe sudo /etc/init.d/oracle-xe configure cat >> $HOME/.bashrc << 'EOF' ORACLE_HOME=/usr/lib/oracle/xe/app/oracle/product/10.2.0/server PATH=$PATH:$ORACLE_HOME/bin export ORACLE_HOME export ORACLE_SID=XE EOF **To te", "target_text": "### LinkedIn\nScript to Install Oracle\n\n**Simple hack to install oracle on Ubuntu** ``\n\n• Problem: Simple hack to install oracle on Ubuntu sudo sh -c ’echo ’deb unstable main non-free’ /etc/apt/sources.list’ wget in JS fast.\n• Takeaway: ## !/bin/bash\n\nFull breakdown: https://h3manth.com/scribe/script-install-oracle/\n\n#Ubuntu #Bash #Web\n\n### Hacker News\nTitle: Script to Install Oracle\n\n**Simple hack to install oracle on Ubuntu** ``\n\n## !/bin/bash\n\nPost: https://h3manth.com/scribe/script-install-oracle/\n\n### Reddit\nTitle: Script to Install Oracle\n\nTL;DR:\n- **Simple hack to install oracle on Ubuntu** ``\n- ## !/bin/bash\n\nBlog: https://h3manth.com/scribe/script-install-oracle/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 0.9765, "p_hemanth": 0.805}, "split_hint": "test"}
{"id": "blog_negative-array-index-in-javascript", "slug": "negative-array-index-in-javascript", "task": "blog", "category": "javascript", "title": "Negative Array Index in JavaScript", "tags": ["javascript", "es6", "proxies"], "prompt": "<|task:blog|>\nTitle: Negative Array Index in JavaScript\nCategory: javascript\nTags: javascript, es6, proxies\nSummary: Implementing Python-style negative array indexing using ES6 Proxies. Practical notes and code examples on Negative Array.\n<|hemanth|>\n", "input_text": "Negative Array Index in JavaScript (javascript): Implementing Python-style negative array indexing using ES6 Proxies. Practical notes and code examples on Negative Array.", "target_text": "If you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n\n## JavaScript's Native Support\n\n```javascript\nnegArray = [];\nnegArray[-100] = -100;\nnegArray.length; // 0\nnegArray[-100];  // -100\n\n## ES6 Proxy Implementation\njavascript\nfunction negArray(arr) {\n  return Proxy.create({\n    set: function(proxy, index, value) {\n      index = parseInt(index);\n      return index < 0 \n        ? (arr[arr.length + index] = value) \n        : (arr[index] = value);\n    },\n    get: function(proxy, index) {\n      index = parseInt(index);\n      return index < 0 \n        ? arr[arr.length + index] \n        : arr[index];\n    }\n  });\n}\n\n## Usage\njavascript\nconsole.log(negArray(['eat', 'code', 'sleep'])[-1]);\n// Would log: sleep\n```", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9294, "p_hemanth": 0.975}, "split_hint": "test"}
{"id": "social_trust-fall-with-ai", "slug": "trust-fall-with-ai", "task": "social", "category": "ai", "title": "The Trust Fall With AI", "prompt": "<|task:social|>\nTitle: The Trust Fall With AI\nCategory: ai\nPost:\nWhen I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards into the arms of people you barely knew.\n\nA few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see what happens.* Not bravery, just curiosity. What does it feel like to actually commit? Tur\n<|hemanth|>\n", "input_text": "The Trust Fall With AI\nWhen I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards into the arms of people you barely knew.\n\nA few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see what happens.* Not bravery, just curiosity. What does it feel like to actually commit? Tur", "target_text": "### LinkedIn\nThe Trust Fall With AI\n\nWhen I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards...\n\n• Problem: Trust in AI isn’t binary - it’s a spectrum. Like a theater trust fall, it takes practice, guardrails, and the willingness.\n• Takeaway: A few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see...\n\nFull breakdown: https://h3manth.com/scribe/trust-fall-with-ai/\n\n#Ai #Trust #Agents #Philosophy\n\n### Hacker News\nTitle: The Trust Fall With AI\n\nWhen I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards...\n\nA few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see...\n\nPost: https://h3manth.com/scribe/trust-fall-with-ai/\n\n### Reddit\nTitle: The Trust Fall With AI\n\nTL;DR:\n- When I was in theater, the first exercise they made us do wasn't memorizing lines or hitting marks. It was the trust fall. Stand on a riser, cross your arms, close your eyes, and fall backwards...\n- A few people hated it. They'd open their eyes mid-fall, uncross their arms to catch themselves, tense up the whole way down. Me? I was more like, *let me just let go and see...\n\nBlog: https://h3manth.com/scribe/trust-fall-with-ai/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8796, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.9493}, "split_hint": "test"}
{"id": "blog_auto-notify-git-pull", "slug": "auto-notify-git-pull", "task": "blog", "category": "opensource", "title": "Auto Notify Git Pull", "tags": ["git", "bash", "cli"], "prompt": "<|task:blog|>\nTitle: Auto Notify Git Pull\nCategory: opensource\nTags: git, bash, cli\nSummary: Bash function to notify when entering a git directory with upstream changes. Practical notes and code examples on Auto in JS.\n<|hemanth|>\n", "input_text": "Auto Notify Git Pull (opensource): Bash function to notify when entering a git directory with upstream changes. Practical notes and code examples on Auto in JS.", "target_text": "A script that upon entering a directory asynchronously checks git remotes for updates.\n\n```bash\nfunction cd() {\n  async() {\n    { $2 $($1) }&\n  }\n  \n  notify_callback() {\n    [[ $1 > 0 ]] && echo \"You have new stuff to pull!\"\n  }\n  \n  # If it's a git repo, check if we need to pull.\n  if git rev-parse --is-inside-work-tree &>/dev/null; then\n    async \"git rev-list HEAD...origin/master --count\" notify_callback\n  fi\n  \n  builtin cd \"$@\"\n}\n```\n\nPlace this in your `.bashrc` to override the `cd` command.\n\n**Better approach:**\n(( $(git rev-list HEAD..@{u} --count) > 0 )) && echo \"There are new things to merge\"\n```", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.7761, "p_hemanth": 0.9549}, "split_hint": "test"}
{"id": "rewrite_plotting-performance-graph-gnulinux-box", "slug": "plotting-performance-graph-gnulinux-box", "task": "rewrite", "category": "linux", "title": "Plotting Performance Graph of a GNU/Linux Box", "prompt": "<|task:rewrite|>\nTopic: Plotting Performance Graph of a GNU/Linux Box\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Plotting Performance Graph of a GNU/Linux Box. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing directly on how to plotting performance graph of a GNU/Linux box.  I have written a small script to plot the performance of the machine considering CPU,Memory and Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Plotting Performance Graph of a GNU/Linux Box. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing directly on how to plotting performance graph of a GNU/Linux box.  I have written a small script to plot the performance of the machine considering CPU,Memory and Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing directly on how to plotting performance graph of a GNU/Linux box.\n\nI have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n    \n    \n    #!/bin/bash\n    #Author : Hemanth H.M\n    #Licence : GNU GPLv3\n    \n    # Usage\n    show_help(){\n    echo \"Usage is $0 a|m|n|c|h\"\n    echo \"-a or --all to plot cpu(c),mem(m) and net(n)\"\n    }\n    \n    # Make directory to store the results\n    setdir(){\n    mkdir -p Stats\n    cd Stats\n    }\n    \n    # Use dstat to get the data set\n    gendata(){\n    echo \"Collecting stats for 60sec with an interval of 10sec\"\n    dstat -tmnc 10 > dstat.dat&\n    [ \"$?\" -ne 0 ] && echo \"Please check if you have installed dstat\" && exit 1\n    sleep 60s\n    exec 2>/dev/null\n    kill $! >/dev/null 2>&1\n    #Remove the headers\n    sed '1,2d' dstat.dat > stat.dat\n    }\n    #############################################\n    MAIN BLOCK\n    #############################################\n    # Use GNU plot to plot the graph", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.9645, "zero_fluff": 1.0, "code_first": 0.4511, "cadence": 1.0, "p_hemanth": 0.7926}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1245, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.147}, "split_hint": "test"}
{"id": "critic_pos_ffi-python-vs-ruby", "slug": "ffi-python-vs-ruby", "task": "critic", "category": "python", "title": "FFI Python vs Ruby", "prompt": "<|task:critic|>\nText:\nLately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\n> A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of services written in another. Despite the name, FFIs are not necessarily restricted to function calls; many FFIs permit method calls on objects\n<|hemanth|>\n", "input_text": "Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\n> A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of services written in another. Despite the name, FFIs are not necessarily restricted to function calls; many FFIs permit method calls on objects", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.94)\ndirectness=0.59 | hook=0.77 | zero_fluff=1.00 | code_first=0.89 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5936, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.8924, "cadence": 1.0, "p_hemanth": 0.9362}, "split_hint": "test"}
{"id": "social_android-remote-control-setup", "slug": "android-remote-control-setup", "task": "social", "category": "javascript", "title": "Android Remote Control Setup", "prompt": "<|task:social|>\nTitle: Android Remote Control Setup\nCategory: javascript\nPost:\n**Control your Android devices while running scripts on your computer!**\n\nWonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell. \n\nWould it not be wonderful to run code on your box and the same being reflected on your android devices ?\n<|hemanth|>\n", "input_text": "Android Remote Control Setup\n**Control your Android devices while running scripts on your computer!**\n\nWonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell. \n\nWould it not be wonderful to run code on your box and the same being reflected on your android devices ?", "target_text": "### LinkedIn\nAndroid Remote Control Setup\n\n**Control your Android devices while running scripts on your computer!**\n\n• Problem: Control your Android devices while running scripts on your computer! Wonder can be done with ASE and an android device along.\n• Takeaway: Wonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell.\n\nFull breakdown: https://h3manth.com/scribe/android-remote-control-setup/\n\n#Javascript #Python #Ruby\n\n### Hacker News\nTitle: Android Remote Control Setup\n\n**Control your Android devices while running scripts on your computer!**\n\nWonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell.\n\nPost: https://h3manth.com/scribe/android-remote-control-setup/\n\n### Reddit\nTitle: Android Remote Control Setup\n\nTL;DR:\n- **Control your Android devices while running scripts on your computer!**\n- Wonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell.\n\nBlog: https://h3manth.com/scribe/android-remote-control-setup/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3451, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8469}, "split_hint": "test"}
{"id": "social_temp-dir-ruby", "slug": "temp-dir-ruby", "task": "social", "category": "web", "title": "Temp Dir With Ruby", "prompt": "<|task:social|>\nTitle: Temp Dir With Ruby\nCategory: web\nPost:\nPlayed around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\n  * yield for the win!\n<|hemanth|>\n", "input_text": "Temp Dir With Ruby\nPlayed around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\n  * yield for the win!", "target_text": "### LinkedIn\nTemp Dir With Ruby\n\nPlayed around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n• Problem: Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby’s paradigm in JS.\n• Takeaway: **Mainly liked :**\n\nFull breakdown: https://h3manth.com/scribe/temp-dir-ruby/\n\n#Ruby\n\n### Hacker News\nTitle: Temp Dir With Ruby\n\nPlayed around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\nPost: https://h3manth.com/scribe/temp-dir-ruby/\n\n### Reddit\nTitle: Temp Dir With Ruby\n\nTL;DR:\n- Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n- **Mainly liked :**\n\nBlog: https://h3manth.com/scribe/temp-dir-ruby/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4149, "hook_strength": 0.77, "zero_fluff": 0.2662, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.5142}, "split_hint": "test"}
{"id": "rewrite_javascript-one-liner-extracting-unique-words-from-webpages", "slug": "javascript-one-liner-extracting-unique-words-from-webpages", "task": "rewrite", "category": "javascript", "title": "JavaScript one liner extracting unique words from webpages", "prompt": "<|task:rewrite|>\nTopic: JavaScript one liner extracting unique words from webpages\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding JavaScript one liner extracting unique words from webpages. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.  **So what's the deal?**  Extracting all the words in a given webpage, which later can be used to parse or search! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding JavaScript one liner extracting unique words from webpages. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.  **So what's the deal?**  Extracting all the words in a given webpage, which later can be used to parse or search! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nExtracting all the words in a given webpage, which later can be used to parse or search!", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3435, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.6471, "p_hemanth": 0.6764}, "draft_metrics": {"directness": 0.4007, "hook_strength": 0.5125, "zero_fluff": 0.1125, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.198}, "split_hint": "test"}
{"id": "blog_gemma4-multi-turn-visual-agent", "slug": "gemma4-multi-turn-visual-agent", "task": "blog", "category": "ai", "title": "Building a Visual Product Agent with Gemma 4", "tags": ["ai", "gemma", "agents", "vision", "function-calling"], "prompt": "<|task:blog|>\nTitle: Building a Visual Product Agent with Gemma 4\nCategory: ai\nTags: ai, gemma, agents, vision, function-calling\nSummary: A multi-turn visual agent that looks at product images, calls tools, reasons through decisions, and writes full analysis.\n<|hemanth|>\n", "input_text": "Building a Visual Product Agent with Gemma 4 (ai): A multi-turn visual agent that looks at product images, calls tools, reasons through decisions, and writes full analysis.", "target_text": "I've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once. Turns out, pretty far.\n\nThe idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product names. No separate classification step. Just: here's a photo, tell me everything.\n\nHere's the agent in action:\n\n<video controls width=\"100%\" style=\"border-radius: 8px; margin: 1.5rem 0;\">\n  <source src=\"/scribe/videos/gemma4-agent.mp4\" type=\"video/mp4\">\n</video>\n\n## The architecture\n\nThe agent runs an explicit loop with a maximum of 5 turns:\n\n1. User sends image(s) + a question\n2. Model looks at the image, thinks (literally — thinking mode is on), and decides what tools to call\n3. Tools execute, results feed back into the conversation\n4. Model either calls more tools or writes a final report\n5. Repeat until done or max turns hit\n\n```\nTurn 1: [Image] → model identifies product → calls search_product()\nTurn 2: model gets search results → calls get_price(), get_reviews(), get_specs()\nTurn 3: model h", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6844, "hook_strength": 0.8818, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.901}, "split_hint": "test"}
{"id": "social_packing-ruby20-debian", "slug": "packing-ruby20-debian", "task": "social", "category": "linux", "title": "Packing ruby2.0 on Debian.", "prompt": "<|task:social|>\nTitle: Packing ruby2.0 on Debian.\nCategory: linux\nPost:\nOne can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\n```bash\n<|hemanth|>\n", "input_text": "Packing ruby2.0 on Debian.\nOne can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\n```bash", "target_text": "### LinkedIn\nPacking ruby2.0 on Debian.\n\nOne can use the below script to package ruby2.0 on squeeze.\n\n• Problem: One can use the below script to package ruby2.0 on squeeze. To get going, just get the script form Here and says sudo bash.\n• Takeaway: To get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\nFull breakdown: https://h3manth.com/scribe/packing-ruby20-debian/\n\n#Ruby #Ubuntu #Git #Bash\n\n### Hacker News\nTitle: Packing ruby2.0 on Debian.\n\nOne can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\nPost: https://h3manth.com/scribe/packing-ruby20-debian/\n\n### Reddit\nTitle: Packing ruby2.0 on Debian.\n\nTL;DR:\n- One can use the below script to package ruby2.0 on squeeze.\n- To get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\nBlog: https://h3manth.com/scribe/packing-ruby20-debian/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.746, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.8144, "p_hemanth": 0.9499}, "split_hint": "test"}
{"id": "blog_getting-redirected-url", "slug": "getting-redirected-url", "task": "blog", "category": "linux", "title": "Getting the Redirected URL", "tags": ["bash", "web"], "prompt": "<|task:blog|>\nTitle: Getting the Redirected URL\nCategory: linux\nTags: bash, web\nSummary: Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request in JS.\n<|hemanth|>\n", "input_text": "Getting the Redirected URL (linux): Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request in JS.", "target_text": "Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find the redirected URL in the RAW headers of the response, the location would be the HTTP/1.1 307 Temporary Redirected URL.\n\n![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nREQUEST-RESPONSE \n\nThe above images is a reference to the [ Random images from xkcd as wallpaper script](http://www.h3manth.com/content/random-images-xkcd-wallpaper) the dynamic URL from xkcd was used to get different redirection responses on every new request.\n\n**Getting the redirection location :**\n\n**Command line:** _Using curl_\n    \n    \n    redirect_url=$(curl -w %{redirect_url} $URL)\n    \n\nThe variables present in the output format will be substituted by the value for the redirect. redirect_url => When a HTTP request was made without -L to follow redirects, this variable will show the actual URL a redirect would take you to. (Added in version 7.18.2)\n\n**Python:** _Could be done easily with urllib, but that would be a blocking process, so using deferred_\n    \n    \n    from twisted.web.client import getPage\n    from", "is_hemanth_target": 1, "style_metrics": {"directness": 0.1798, "hook_strength": 0.4155, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.875, "p_hemanth": 0.5206}, "split_hint": "test"}
{"id": "rewrite_mutt-gmail-labels-and-contact-suggestions-imap", "slug": "mutt-gmail-labels-and-contact-suggestions-imap", "task": "rewrite", "category": "linux", "title": "Mutt Gmail Labels and Contact Suggestions via IMAP", "prompt": "<|task:rewrite|>\nTopic: Mutt Gmail Labels and Contact Suggestions via IMAP\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Mutt Gmail Labels and Contact Suggestions via IMAP. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **No matter how many E-Mail client are released, the power of Mutt remains unbeaten**  **IMAP or POP3 ?!**  This has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the ba Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Mutt Gmail Labels and Contact Suggestions via IMAP. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **No matter how many E-Mail client are released, the power of Mutt remains unbeaten**  **IMAP or POP3 ?!**  This has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the ba Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nThis has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the battle more violent. But with the fundamental principle and enormous response from the majority of Mutt users IMAP and Mutt goes very well together", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2616, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.8901, "p_hemanth": 0.7842}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1413, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1523}, "split_hint": "test"}
{"id": "blog_setting-secure-subversion-server-apache-ubuntu", "slug": "setting-secure-subversion-server-apache-ubuntu", "task": "blog", "category": "linux", "title": "Setting Up a Secure Subversion Server With Apache in Ubuntu", "tags": ["ubuntu", "git", "web"], "prompt": "<|task:blog|>\nTitle: Setting Up a Secure Subversion Server With Apache in Ubuntu\nCategory: linux\nTags: ubuntu, git, web\nSummary: If you have not read theApache HTTPS, read it before you go through this post. ’Subversion (SVN) is a version control system.\n<|hemanth|>\n", "input_text": "Setting Up a Secure Subversion Server With Apache in Ubuntu (linux): If you have not read theApache HTTPS, read it before you go through this post. ’Subversion (SVN) is a version control system.", "target_text": "**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a mostly-compatible successor to the widely used Concurrent Versions System (CVS).\" -Wikipedia_\n\n**Steps are pretty easy now:** ` _**Step 1:**_ **Get subversion and Subversion modules for Apache2** **sudo apt-get install subversion subversion-tools libapache2-svn**`\n\n_**Step 2:**_ **Creating repository and setting permissions**\n\n**sudo mkdir /var/svn sudo svnadmin create /var/svn/test sudo chown -R www-data:www-data /var/svn/test sudo chmod -R g+ws /var/svn/test**\n\n_P.S: test is the name of the repo_\n\n_**Step 3:**_ **Configure Apache to detect the svn** _edit /etc/apache2/mods-available/dav_svn.conf_ **See the sample file that is attached**\n\n_**Step 4:**_ **use -c option for the first users****sudo htpasswd -c /etc/subversion/test.passwd hemanth sudo htpasswd /etc/subversion/test.passwd ubuntu******\n\n_**Step 5:**_ **Reload Apache** **", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.9639, "cadence": 1.0, "p_hemanth": 0.9028}, "split_hint": "test"}
{"id": "blog_how-caching-matters-js", "slug": "how-caching-matters-js", "task": "blog", "category": "linux", "title": "How Caching Matters in JS?", "tags": ["linux", "opensource"], "prompt": "<|task:blog|>\nTitle: How Caching Matters in JS?\nCategory: linux\nTags: linux, opensource\nSummary: Caching plays a very important role, may it be on the client side or on the server side. I tired to do a tittle benchmark.\n<|hemanth|>\n", "input_text": "How Caching Matters in JS? (linux): Caching plays a very important role, may it be on the client side or on the server side. I tired to do a tittle benchmark.", "target_text": "Caching plays a very important role, may it be on the client side or on the server side.\n\nI tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nTo state the numbers, cache less query was 98% slower than the cached query!\n\nIt's Agreeable, that cache has it's on limitations on live objects, but it's worth a timely cache update in that case.\n\nBelow is the simple test code and some numbers from the test :\n\n**Test code :**\n\ndocument.querySelectorAll('div#docs').length\n\ncache.get.divs.length; \n\n**Results :**\n\ndocument.querSelectorAll('div#docs').length => 135,809 (ops) 98% slower.\n\ncache cache.get.divs.length => 8,212,190 (ops) 0.99% faster.\n\nDo let me know, if you find a better way of speeding up things!", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6123, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.8619, "p_hemanth": 0.8397}, "split_hint": "test"}
{"id": "rewrite_know-your-weather-terminal", "slug": "know-your-weather-terminal", "task": "rewrite", "category": "linux", "title": "Know Your Weather From Terminal", "prompt": "<|task:rewrite|>\nTopic: Know Your Weather From Terminal\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Know Your Weather From Terminal. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the feed as per requirement.  Follow these steps :  `` Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Know Your Weather From Terminal. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the feed as per requirement.  Follow these steps :  `` Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the feed as per requirement.\n\nFollow these steps :\n\n``", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 0.6045, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.7834, "p_hemanth": 0.8495}, "draft_metrics": {"directness": 0.6609, "hook_strength": 0.5125, "zero_fluff": 0.0798, "code_first": 0.35, "cadence": 0.6762, "p_hemanth": 0.2296}, "split_hint": "test"}
{"id": "rewrite_using-statement-python", "slug": "using-statement-python", "task": "rewrite", "category": "python", "title": "Using the 'With' Statement in Python", "prompt": "<|task:rewrite|>\nTopic: Using the 'With' Statement in Python\nDraft:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Using the 'With' Statement in Python. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!  So thought of making a small entry here, about using the with statement in python.  > PEP 304 was originally written in first person by Guido, and >      >      >     subsequently updat Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Using the 'With' Statement in Python. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!  So thought of making a small entry here, about using the with statement in python.  > PEP 304 was originally written in first person by Guido, and >      >      >     subsequently updat Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\n> PEP 304 was originally written in first person by Guido, and\n>     \n>     \n>     subsequently updated by Nick Coghlan to reflect later discussion\n>     on python-dev. Any first person references are from Guido's\n>     original.\n>", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5889, "hook_strength": 0.9409, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8901}, "draft_metrics": {"directness": 0.368, "hook_strength": 0.5125, "zero_fluff": 0.1221, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.1901}, "split_hint": "test"}
{"id": "social_integrate-google-calendar-evolution-and-gnome-clock", "slug": "integrate-google-calendar-evolution-and-gnome-clock", "task": "social", "category": "linux", "title": "Integrate Google Calendar With Evolution and Gnome Clock", "prompt": "<|task:social|>\nTitle: Integrate Google Calendar With Evolution and Gnome Clock\nCategory: linux\nPost:\nGo to your Google Calendar and find out your private ICAL URL \n\nNow, open a terminal and type : \n\n/usr/lib/evolution-webcal/evolution-webcal YOUR_PRIVATE_ICAL_URL\n<|hemanth|>\n", "input_text": "Integrate Google Calendar With Evolution and Gnome Clock\nGo to your Google Calendar and find out your private ICAL URL \n\nNow, open a terminal and type : \n\n/usr/lib/evolution-webcal/evolution-webcal YOUR_PRIVATE_ICAL_URL", "target_text": "### LinkedIn\nIntegrate Google Calendar With Evolution and Gnome Clock\n\nGo to your Google Calendar and find out your private ICAL URL\n\n• Problem: Step-by-step guide to syncing your private Google Calendar iCal feed with the GNOME desktop clock and Evolution on Linux.\n• Takeaway: Now, open a terminal and type :\n\nFull breakdown: https://h3manth.com/scribe/integrate-google-calendar-evolution-and-gnome-clock/\n\n#Bash #Web\n\n### Hacker News\nTitle: Integrate Google Calendar With Evolution and Gnome Clock\n\nGo to your Google Calendar and find out your private ICAL URL\n\nNow, open a terminal and type :\n\nPost: https://h3manth.com/scribe/integrate-google-calendar-evolution-and-gnome-clock/\n\n### Reddit\nTitle: Integrate Google Calendar With Evolution and Gnome Clock\n\nTL;DR:\n- Go to your Google Calendar and find out your private ICAL URL\n- Now, open a terminal and type :\n\nBlog: https://h3manth.com/scribe/integrate-google-calendar-evolution-and-gnome-clock/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "social_coffeescript-classes", "slug": "coffeescript-classes", "task": "social", "category": "javascript", "title": "CoffeeScript Classes", "prompt": "<|task:social|>\nTitle: CoffeeScript Classes\nCategory: javascript\nPost:\nWhen rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n\nBut as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with node.js\n\nIn this article I would like to express my <3 towards coffee classes.\n<|hemanth|>\n", "input_text": "CoffeeScript Classes\nWhen rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n\nBut as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with node.js\n\nIn this article I would like to express my <3 towards coffee classes.", "target_text": "### LinkedIn\nCoffeeScript Classes\n\nWhen rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n\n• Problem: When rails 3 was out I had a serious look at coffescript commit-diff but was not very much carried by it then. But as the.\n• Takeaway: But as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with...\n\nFull breakdown: https://h3manth.com/scribe/coffeescript-classes/\n\n#Ruby #Nodejs #Javascript #Git\n\n### Hacker News\nTitle: CoffeeScript Classes\n\nWhen rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n\nBut as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with...\n\nPost: https://h3manth.com/scribe/coffeescript-classes/\n\n### Reddit\nTitle: CoffeeScript Classes\n\nTL;DR:\n- When rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n- But as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with...\n\nBlog: https://h3manth.com/scribe/coffeescript-classes/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3378, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8447}, "split_hint": "test"}
{"id": "critic_neg_camera-and-microphone-access-with-html5", "slug": "camera-and-microphone-access-with-html5", "task": "critic", "category": "javascript", "title": "Camera and Microphone Access with HTML5", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Camera and Microphone Access with HTML5. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Yes, Plugin-free access to camera/microphone with HTML5!  Welcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.  AFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Camera and Microphone Access with HTML5. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Yes, Plugin-free access to camera/microphone with HTML5!  Welcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.  AFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.33)\ndirectness=0.70 | hook=0.51 | zero_fluff=0.11 | code_first=0.61 | cadence=0.63\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.698, "hook_strength": 0.5125, "zero_fluff": 0.1054, "code_first": 0.6076, "cadence": 0.6272, "p_hemanth": 0.3281}, "split_hint": "test"}
{"id": "blog_integrate-google-calendar-evolution-and-gnome-clock", "slug": "integrate-google-calendar-evolution-and-gnome-clock", "task": "blog", "category": "linux", "title": "Integrate Google Calendar With Evolution and Gnome Clock", "tags": ["bash", "web"], "prompt": "<|task:blog|>\nTitle: Integrate Google Calendar With Evolution and Gnome Clock\nCategory: linux\nTags: bash, web\nSummary: Step-by-step guide to syncing your private Google Calendar iCal feed with the GNOME desktop clock and Evolution on Linux.\n<|hemanth|>\n", "input_text": "Integrate Google Calendar With Evolution and Gnome Clock (linux): Step-by-step guide to syncing your private Google Calendar iCal feed with the GNOME desktop clock and Evolution on Linux.", "target_text": "Go to your Google Calendar and find out your private ICAL URL \n\nNow, open a terminal and type : \n\n/usr/lib/evolution-webcal/evolution-webcal YOUR_PRIVATE_ICAL_URL \n\nICAL URL can be found here :Setting --> Cal details then get ICAL URL \n\n![](http://younity.files.wordpress.com/2009/05/screenshot27.png)\n\nYour calendar's Private Address was designed for your use only, so be sure not to share this address with others. If you want others to view your calendar, we recommend that you share your calendar's public address with them. If you accidentally share your calendar's Private Address, click the Reset Private URLs link next to the XML, ICAL, and HTML buttons to reset your Private Address. \n[« ZenPinger](2009/05/19/zenpinger \"Previous Post: ZenPinger\") [Bash Script to resize images »](2009/05/23/bash-script-to-resize-images \"Next Post: Bash Script to resize images\")", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.6994}, "split_hint": "test"}
{"id": "blog_coffeescript-classes", "slug": "coffeescript-classes", "task": "blog", "category": "javascript", "title": "CoffeeScript Classes", "tags": ["ruby", "nodejs", "javascript", "git"], "prompt": "<|task:blog|>\nTitle: CoffeeScript Classes\nCategory: javascript\nTags: ruby, nodejs, javascript, git\nSummary: When rails 3 was out I had a serious look at coffescript commit-diff but was not very much carried by it then. But as the.\n<|hemanth|>\n", "input_text": "CoffeeScript Classes (javascript): When rails 3 was out I had a serious look at coffescript commit-diff but was not very much carried by it then. But as the.", "target_text": "When rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n\nBut as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with node.js\n\nIn this article I would like to express my <3 towards coffee classes.\n\nThere have been many arguments about why or why not to use coffeescript, but I feel it's a personal choice! Hence I shall not be considered the comparative aspect of raw JS and coffeescript, but shall be w.r.t to sugar that coffeescript has to offer.\n\nWell before even proceeding further JavaScript also might get [classes](http://h3manth.com/content/classes-javascript-es6) which also is under loads of arguments.\n\n**Simple class in coffeescript like :**`class Employee` would get complied to :\n\n` (function() { var Employee; Employee = (function() {`\n    \n    \n    function Employee() {}\n    return Employee;\n    \n\n})(); }).call(this); \n\nYes, it's a lot of boilerplate, but if one is used to IIFEs this is very much readable and not an overhead.\n\n**Have a few more deta", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2944, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.8375, "cadence": 1.0, "p_hemanth": 0.8716}, "split_hint": "test"}
{"id": "social_es6-nodejs", "slug": "es6-nodejs", "task": "social", "category": "javascript", "title": "ES6 in node.js", "prompt": "<|task:social|>\nTitle: ES6 in node.js\nCategory: javascript\nPost:\nWell first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n\nAs ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js and trust me it's awesome!\n\nWell as of today, FF13 is the first browser to introduce [Sets and Maps API](http://h3manth.com/content/sets-and-maps-javascript) but we can try out the features in \n<|hemanth|>\n", "input_text": "ES6 in node.js\nWell first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n\nAs ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js and trust me it's awesome!\n\nWell as of today, FF13 is the first browser to introduce [Sets and Maps API](http://h3manth.com/content/sets-and-maps-javascript) but we can try out the features in ", "target_text": "### LinkedIn\nES6 in node.js\n\nWell first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n\n• Problem: Well first for thanks to paulmillr for his wonderful contribution of es6-shim for node.js and browsers. As ECMAScript 6.\n• Takeaway: As ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js...\n\nFull breakdown: https://h3manth.com/scribe/es6-nodejs/\n\n#Nodejs #Javascript #Bash #Web\n\n### Hacker News\nTitle: ES6 in node.js\n\nWell first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n\nAs ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js...\n\nPost: https://h3manth.com/scribe/es6-nodejs/\n\n### Reddit\nTitle: ES6 in node.js\n\nTL;DR:\n- Well first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n- As ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js...\n\nBlog: https://h3manth.com/scribe/es6-nodejs/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4323, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9236}, "split_hint": "test"}
{"id": "rewrite_packing-ruby20-debian", "slug": "packing-ruby20-debian", "task": "rewrite", "category": "linux", "title": "Packing ruby2.0 on Debian.", "prompt": "<|task:rewrite|>\nTopic: Packing ruby2.0 on Debian.\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Packing ruby2.0 on Debian.. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: One can use the below script to package ruby2.0 on squeeze.  To get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)  ```bash Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Packing ruby2.0 on Debian.. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: One can use the below script to package ruby2.0 on squeeze.  To get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)  ```bash Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "One can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\n```bash", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7744, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.897, "cadence": 0.8901, "p_hemanth": 0.9502}, "draft_metrics": {"directness": 0.5235, "hook_strength": 0.5125, "zero_fluff": 0.0776, "code_first": 0.6306, "cadence": 0.773, "p_hemanth": 0.2812}, "split_hint": "test"}
{"id": "rewrite_removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu", "slug": "removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu", "task": "rewrite", "category": "cli", "title": "Removing USB viruses with Ubuntu", "prompt": "<|task:rewrite|>\nTopic: Removing USB viruses with Ubuntu\nDraft:\nIn today's rapidly evolving cli landscape, developers and organizations frequently encounter multifaceted challenges regarding Removing USB viruses with Ubuntu. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)  **Steps to success:** Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving cli landscape, developers and organizations frequently encounter multifaceted challenges regarding Removing USB viruses with Ubuntu. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)  **Steps to success:** Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n\n**Steps to success:**\n\n```bash\ncd /media/<your-usb-drive>\nsudo chmod 777 *.*\n```", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4907, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.7879, "cadence": 0.86, "p_hemanth": 0.8893}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5273, "zero_fluff": 0.05, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1282}, "split_hint": "test"}
{"id": "rewrite_webpack-module-federation", "slug": "webpack-module-federation", "task": "rewrite", "category": "web", "title": "Webpack Module Federation", "prompt": "<|task:rewrite|>\nTopic: Webpack Module Federation\nDraft:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Webpack Module Federation. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Webpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds should form a single application, such that they can be shared and deployed exclusively.  Let us walk through a simple example. Assume there are two apps: - **comic-a Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Webpack Module Federation. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Webpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds should form a single application, such that they can be shared and deployed exclusively.  Let us walk through a simple example. Assume there are two apps: - **comic-a Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Webpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds should form a single application, such that they can be shared and deployed exclusively.\n\nLet us walk through a simple example. Assume there are two apps:\n- **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app].\n- **home-app**: Standalone react app that uses comic-app's exposed component [host-app].\n\n## How do we configure webpack to enable federation?", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6544, "hook_strength": 0.6873, "zero_fluff": 1.0, "code_first": 0.4944, "cadence": 1.0, "p_hemanth": 0.885}, "draft_metrics": {"directness": 0.4253, "hook_strength": 0.5125, "zero_fluff": 0.1054, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.2042}, "split_hint": "test"}
{"id": "blog_customizing-bespin", "slug": "customizing-bespin", "task": "blog", "category": "python", "title": "Customizing Bespin", "tags": ["python", "javascript", "web"], "prompt": "<|task:blog|>\nTitle: Customizing Bespin\nCategory: python\nTags: python, javascript, web\nSummary: with syntax and code highlighting Read the intro to bespin before you continue Prereq: Python 2.5 with simplejson or Python.\n<|hemanth|>\n", "input_text": "Customizing Bespin (python): with syntax and code highlighting Read the intro to bespin before you continue Prereq: Python 2.5 with simplejson or Python.", "target_text": "**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_\n\n**Peek into dryice.py :** ``\n\n## !/usr/bin/env python\n\n## Simple script to run dryice conveniently in the Customizable package\n\nimport sys import os mydir = os.path.dirname(**file**) sys.path.insert(0, os.path.join(mydir, \"lib\")) from dryice import tool tool.main() \n\n**Sample json {manifest} :** ` {`\n    \n    \n    \"output_dir\": \"tmp\",\n    \"plugins\": [\"Embedded\", \"HTML\", \"JavaScript\"],\n    \"include_sample\": true\n    \n\n} _mainfest options :_ include_core_test => includes SproutCore's CoreTest unit testing framework include_sample => sample.html is generated in output_dir output_dir => Final destination plugins => list of plugins, need not specify the dependencies for the build! search_path => provide a list of relative or absolute paths to search for plugins {from the pwd}.\n\n**Getting started :** **hemanth@bespin $ python dryice.py sample.json** _dryice: the Bespin build tool Using build manifest: sample.json Placing output in tmp_\n\n**Exploring and Expanding", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.48, "cadence": 1.0, "p_hemanth": 0.8097}, "split_hint": "test"}
{"id": "critic_pos_packing-ruby20-debian", "slug": "packing-ruby20-debian", "task": "critic", "category": "linux", "title": "Packing ruby2.0 on Debian.", "prompt": "<|task:critic|>\nText:\nOne can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\n```bash\n<|hemanth|>\n", "input_text": "One can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\n```bash", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.76)\ndirectness=0.17 | hook=0.77 | zero_fluff=1.00 | code_first=0.55 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.5486, "cadence": 1.0, "p_hemanth": 0.7623}, "split_hint": "test"}
{"id": "rewrite_dom-mutation-observers", "slug": "dom-mutation-observers", "task": "rewrite", "category": "web", "title": "DOM Mutation Observers", "prompt": "<|task:rewrite|>\nTopic: DOM Mutation Observers\nDraft:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding DOM Mutation Observers. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: `MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.  ## API  ```javascript var observer = new MutationObserver(callback); observer.observe(target, options);  // Observe the desired node observer.disconnect();              // Stop observing obser Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding DOM Mutation Observers. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: `MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.  ## API  ```javascript var observer = new MutationObserver(callback); observer.observe(target, options);  // Observe the desired node observer.disconnect();              // Stop observing obser Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "`MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n\n## API\n\n```javascript\nvar observer = new MutationObserver(callback);\nobserver.observe(target, options);  // Observe the desired node\nobserver.disconnect();              // Stop observing\nobserver.takeRecords();             // Empty and return the record queue", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6544, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.6482, "cadence": 0.9129, "p_hemanth": 0.937}, "draft_metrics": {"directness": 0.5071, "hook_strength": 0.5125, "zero_fluff": 0.0821, "code_first": 0.5728, "cadence": 0.8144, "p_hemanth": 0.2691}, "split_hint": "test"}
{"id": "social_insight-google-instant", "slug": "insight-google-instant", "task": "social", "category": "web", "title": "Insight of Google Instant", "prompt": "<|task:social|>\nTitle: Insight of Google Instant\nCategory: web\nPost:\n**Google Instant is a new search enhancement that shows results as you type.**\n\n**Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and Enter key will last longer.\n\n![](http://imgur.com/Q5m3i.png) **Advantages for Google :** 1\\. Less server overhead. 2\\. Better user response.\n<|hemanth|>\n", "input_text": "Insight of Google Instant\n**Google Instant is a new search enhancement that shows results as you type.**\n\n**Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and Enter key will last longer.\n\n![](http://imgur.com/Q5m3i.png) **Advantages for Google :** 1\\. Less server overhead. 2\\. Better user response.", "target_text": "### LinkedIn\nInsight of Google Instant\n\n**Google Instant is a new search enhancement that shows results as you type.**\n\n• Problem: Google Instant is a new search enhancement that shows results as you type. Advantages to the users: 1. Faster a better live.\n• Takeaway: **Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and...\n\nFull breakdown: https://h3manth.com/scribe/insight-google-instant/\n\n#Web\n\n### Hacker News\nTitle: Insight of Google Instant\n\n**Google Instant is a new search enhancement that shows results as you type.**\n\n**Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and...\n\nPost: https://h3manth.com/scribe/insight-google-instant/\n\n### Reddit\nTitle: Insight of Google Instant\n\nTL;DR:\n- **Google Instant is a new search enhancement that shows results as you type.**\n- **Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and...\n\nBlog: https://h3manth.com/scribe/insight-google-instant/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8796, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.9493}, "split_hint": "test"}
{"id": "social_grunt-tweet-git-commit", "slug": "grunt-tweet-git-commit", "task": "social", "category": "node", "title": "Grunt Tweet Git Commit", "prompt": "<|task:social|>\nTitle: Grunt Tweet Git Commit\nCategory: node\nPost:\nA fun CLI hack to automatically tweet about every git commit.\n\n## Prerequisites\n\nnpm install ntwitter\nnpm install -g grunt-cli\n<|hemanth|>\n", "input_text": "Grunt Tweet Git Commit\nA fun CLI hack to automatically tweet about every git commit.\n\n## Prerequisites\n\nnpm install ntwitter\nnpm install -g grunt-cli", "target_text": "### LinkedIn\nGrunt Tweet Git Commit\n\nA fun CLI hack to automatically tweet about every git commit.\n\n• Problem: Automatically tweet about every git commit using Grunt. Practical notes and code examples on Grunt Tweet Git Commit by in JS.\n• Takeaway: ## Prerequisites\n\nFull breakdown: https://h3manth.com/scribe/grunt-tweet-git-commit/\n\n#Node #Grunt #Git #Cli\n\n### Hacker News\nTitle: Grunt Tweet Git Commit\n\nA fun CLI hack to automatically tweet about every git commit.\n\n## Prerequisites\n\nPost: https://h3manth.com/scribe/grunt-tweet-git-commit/\n\n### Reddit\nTitle: Grunt Tweet Git Commit\n\nTL;DR:\n- A fun CLI hack to automatically tweet about every git commit.\n- ## Prerequisites\n\nBlog: https://h3manth.com/scribe/grunt-tweet-git-commit/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6996, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 0.9963, "p_hemanth": 0.9251}, "split_hint": "test"}
{"id": "rewrite_wikipedia-search-summary-api", "slug": "wikipedia-search-summary-api", "task": "rewrite", "category": "javascript", "title": "Wikipedia Search Summary API", "prompt": "<|task:rewrite|>\nTopic: Wikipedia Search Summary API\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Wikipedia Search Summary API. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: After [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.  It's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain requests are possible wi Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Wikipedia Search Summary API. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: After [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.  It's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain requests are possible wi Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "After [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n\nIt's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain requests are possible with this API, one can easily integrate it to search boxes or widgets.\n\n**Monkey code :**", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6216, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.867}, "draft_metrics": {"directness": 0.3762, "hook_strength": 0.5125, "zero_fluff": 0.1197, "code_first": 0.35, "cadence": 0.8906, "p_hemanth": 0.1891}, "split_hint": "test"}
{"id": "social_sms-android-using-python", "slug": "sms-android-using-python", "task": "social", "category": "python", "title": "SMS From Android Using Python", "prompt": "<|task:social|>\nTitle: SMS From Android Using Python\nCategory: python\nPost:\n## **Sending an SMS programmatically using python in an android easier than any other programming language**\n\nAll one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\n![](http://chart.apis.google.com/chart?cht=qr&chs=200x200&chl=http://android-scripting.googlecode.com/files/sl4a_r4.apk&nonsense=something_that_ends_with.png)\n<|hemanth|>\n", "input_text": "SMS From Android Using Python\n## **Sending an SMS programmatically using python in an android easier than any other programming language**\n\nAll one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\n![](http://chart.apis.google.com/chart?cht=qr&chs=200x200&chl=http://android-scripting.googlecode.com/files/sl4a_r4.apk&nonsense=something_that_ends_with.png)", "target_text": "### LinkedIn\nSMS From Android Using Python\n\n## **Sending an SMS programmatically using python in an android easier than any other programming language**\n\n• Problem: All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install.\n• Takeaway: All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\nFull breakdown: https://h3manth.com/scribe/sms-android-using-python/\n\n#Python #Javascript #Android #Web\n\n### Hacker News\nTitle: SMS From Android Using Python\n\n## **Sending an SMS programmatically using python in an android easier than any other programming language**\n\nAll one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\nPost: https://h3manth.com/scribe/sms-android-using-python/\n\n### Reddit\nTitle: SMS From Android Using Python\n\nTL;DR:\n- ## **Sending an SMS programmatically using python in an android easier than any other programming language**\n- All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\nBlog: https://h3manth.com/scribe/sms-android-using-python/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4978, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8868}, "split_hint": "test"}
{"id": "rewrite_stringeach-missing-ruby19", "slug": "stringeach-missing-ruby19", "task": "rewrite", "category": "linux", "title": "String#each Missing in ruby1.9", "prompt": "<|task:rewrite|>\nTopic: String#each Missing in ruby1.9\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding String#each Missing in ruby1.9. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: One might have noticed that String#each is no more present in ruby1.9  1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String   Lately, was working on huge code base where, code had String#each assuming it will always get an array as ruby1.8 has String#each and also Array#each, but it does not get Strings at times so had to f Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding String#each Missing in ruby1.9. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: One might have noticed that String#each is no more present in ruby1.9  1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String   Lately, was working on huge code base where, code had String#each assuming it will always get an array as ruby1.8 has String#each and also Array#each, but it does not get Strings at times so had to f Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "One might have noticed that String#each is no more present in ruby1.9\n\n1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String \n\nLately, was working on huge code base where, code had String#each assuming it will always get an array as ruby1.8 has String#each and also Array#each, but it does not get Strings at times so had to fix them.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.86, "p_hemanth": 0.6559}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1389, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1515}, "split_hint": "test"}
{"id": "critic_neg_2025-ai-predictions-review", "slug": "2025-ai-predictions-review", "task": "critic", "category": "ai", "title": "My 2025 AI Predictions: How Did They Hold Up?", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding My 2025 AI Predictions: How Did They Hold Up?. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.  ## My Original Predictions  Here's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025: Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding My 2025 AI Predictions: How Did They Hold Up?. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.  ## My Original Predictions  Here's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025: Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.21)\ndirectness=0.47 | hook=0.51 | zero_fluff=0.11 | code_first=0.35 | cadence=0.85\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.4705, "hook_strength": 0.5125, "zero_fluff": 0.1102, "code_first": 0.35, "cadence": 0.8538, "p_hemanth": 0.2113}, "split_hint": "test"}
{"id": "critic_pos_setting-secure-subversion-server-apache-ubuntu", "slug": "setting-secure-subversion-server-apache-ubuntu", "task": "critic", "category": "linux", "title": "Setting Up a Secure Subversion Server With Apache in Ubuntu", "prompt": "<|task:critic|>\nText:\n**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a mostly-compatible successor to the widely used Concurrent Versions System (CVS).\" -Wikipedia_\n\n**Steps are pretty easy now:** ` _**Step 1:**_ **\n<|hemanth|>\n", "input_text": "**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a mostly-compatible successor to the widely used Concurrent Versions System (CVS).\" -Wikipedia_\n\n**Steps are pretty easy now:** ` _**Step 1:**_ **", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.90)\ndirectness=0.17 | hook=1.00 | zero_fluff=1.00 | code_first=0.96 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.9639, "cadence": 1.0, "p_hemanth": 0.9028}, "split_hint": "test"}
{"id": "blog_script-install-oracle", "slug": "script-install-oracle", "task": "blog", "category": "linux", "title": "Script to Install Oracle", "tags": ["ubuntu", "bash", "web"], "prompt": "<|task:blog|>\nTitle: Script to Install Oracle\nCategory: linux\nTags: ubuntu, bash, web\nSummary: Simple hack to install oracle on Ubuntu sudo sh -c ’echo ’deb unstable main non-free’ /etc/apt/sources.list’ wget in JS fast.\n<|hemanth|>\n", "input_text": "Script to Install Oracle (linux): Simple hack to install oracle on Ubuntu sudo sh -c ’echo ’deb unstable main non-free’ /etc/apt/sources.list’ wget in JS fast.", "target_text": "**Simple hack to install oracle on Ubuntu** ``\n\n## !/bin/bash\n\nsudo sh -c 'echo \"deb http://oss.oracle.com/debian unstable main non-free\" >> /etc/apt/sources.list' wget http://oss.oracle.com/el4/RPM-GPG-KEY-oracle -O- | sudo apt-key add - sudo apt-get update sudo apt-get install oracle-xe sudo /etc/init.d/oracle-xe configure cat >> $HOME/.bashrc << 'EOF' ORACLE_HOME=/usr/lib/oracle/xe/app/oracle/product/10.2.0/server PATH=$PATH:$ORACLE_HOME/bin export ORACLE_HOME export ORACLE_SID=XE EOF **To test if its working fine** **Log in as database admin** : _sqlplus sys as sysdba_", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.86, "p_hemanth": 0.7385}, "split_hint": "test"}
{"id": "blog_insight-google-instant", "slug": "insight-google-instant", "task": "blog", "category": "web", "title": "Insight of Google Instant", "tags": ["web"], "prompt": "<|task:blog|>\nTitle: Insight of Google Instant\nCategory: web\nTags: web\nSummary: Google Instant is a new search enhancement that shows results as you type. Advantages to the users: 1. Faster a better live.\n<|hemanth|>\n", "input_text": "Insight of Google Instant (web): Google Instant is a new search enhancement that shows results as you type. Advantages to the users: 1. Faster a better live.", "target_text": "**Google Instant is a new search enhancement that shows results as you type.**\n\n**Advantages to the users:** 1\\. Faster a better live results. 2\\. More intuitive with auto suggestion. 3\\. Live Spell checks and suggestions as we type. 4\\. Time saver and Enter key will last longer.\n\n![](http://imgur.com/Q5m3i.png) **Advantages for Google :** 1\\. Less server overhead. 2\\. Better user response.\n\n**Issue #1 noticed :**Bandwidth** try uploading a large file and try to use instant, the below is what one sees! Even though you might have a higher speed line at that instances if your speed is low, instant is turned off and does not turn on automatically, after the load is freed.**\n\n![](http://imgur.com/Iq0xN.png)\n\nGoogle has **black listed** humongous number of words, indeed what may be the justification given by Google, the reason is pretty clear for smart Gogglers ;)\n\n**Interesting suggestions :** Get autocomplete suggestions as you type in Google scribe. ![](http://imgur.com/fKdCI.png)\n\n**After Google instant search :** **[Youtube instant](http://feross.net/instant/) and [Map instant](http://hartlabs.net/instant_maps/) were born, /me wonders up next would be instant image search? or maybe", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.9379}, "split_hint": "test"}
{"id": "blog_ffi-python-vs-ruby", "slug": "ffi-python-vs-ruby", "task": "blog", "category": "python", "title": "FFI Python vs Ruby", "tags": ["python", "ruby"], "prompt": "<|task:blog|>\nTitle: FFI Python vs Ruby\nCategory: python\nTags: python, ruby\nSummary: A comparison of Foreign Function Interface (FFI) usage in Python vs Ruby to call C libraries. Practical notes and code in JS.\n<|hemanth|>\n", "input_text": "FFI Python vs Ruby (python): A comparison of Foreign Function Interface (FFI) usage in Python vs Ruby to call C libraries. Practical notes and code in JS.", "target_text": "Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\n> A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of services written in another. Despite the name, FFIs are not necessarily restricted to function calls; many FFIs permit method calls on objects; and some even permit migration of non-trivial datatypes and/or objects across the language boundary.\n\n**FFI in Python to get the PID using C lib:**\n\n```python\n>>> import ctypes\n>>> libc = ctypes.CDLL(\"libc.dylib\", ctypes.RTLD_GLOBAL)  # On GNU/Linux '/lib/libc.so.6'\n>>> libc.getpid()\n5516\n```\n\n**FFI in Ruby to get the PID using C lib (needs `gem install ffi`):**\n\n```ruby\nrequire 'ffi'\n\nmodule GetPid\n  extend FFI::Library\n  attach_function :getpid, [], :uint\nend\n\nputs GetPid.getpid\n```\n\nThis ends up in a draw? Or you see a clear winner? Well... Left to your discretion.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5936, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.8924, "cadence": 1.0, "p_hemanth": 0.9362}, "split_hint": "test"}
{"id": "social_mutt-gmail-labels-and-contact-suggestions-imap", "slug": "mutt-gmail-labels-and-contact-suggestions-imap", "task": "social", "category": "linux", "title": "Mutt Gmail Labels and Contact Suggestions via IMAP", "prompt": "<|task:social|>\nTitle: Mutt Gmail Labels and Contact Suggestions via IMAP\nCategory: linux\nPost:\n**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nThis has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the battle more violent. But with the fundamental principle and enormous response from the majority of Mutt users IMAP and Mutt goes very well tog\n<|hemanth|>\n", "input_text": "Mutt Gmail Labels and Contact Suggestions via IMAP\n**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nThis has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the battle more violent. But with the fundamental principle and enormous response from the majority of Mutt users IMAP and Mutt goes very well tog", "target_text": "### LinkedIn\nMutt Gmail Labels and Contact Suggestions via IMAP\n\n**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n• Problem: No matter how many E-Mail client are released, the power of Mutt remains unbeaten IMAP or POP3 ?! This has become much a.\n• Takeaway: **IMAP or POP3 ?!**\n\nFull breakdown: https://h3manth.com/scribe/mutt-gmail-labels-and-contact-suggestions-imap/\n\n#Ubuntu #Git #Linux\n\n### Hacker News\nTitle: Mutt Gmail Labels and Contact Suggestions via IMAP\n\n**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nPost: https://h3manth.com/scribe/mutt-gmail-labels-and-contact-suggestions-imap/\n\n### Reddit\nTitle: Mutt Gmail Labels and Contact Suggestions via IMAP\n\nTL;DR:\n- **No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n- **IMAP or POP3 ?!**\n\nBlog: https://h3manth.com/scribe/mutt-gmail-labels-and-contact-suggestions-imap/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "social_camera-and-microphone-access-with-html5", "slug": "camera-and-microphone-access-with-html5", "task": "social", "category": "javascript", "title": "Camera and Microphone Access with HTML5", "prompt": "<|task:social|>\nTitle: Camera and Microphone Access with HTML5\nCategory: javascript\nPost:\nYes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nAFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease.\n<|hemanth|>\n", "input_text": "Camera and Microphone Access with HTML5\nYes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nAFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease.", "target_text": "### LinkedIn\nCamera and Microphone Access with HTML5\n\nYes, Plugin-free access to camera/microphone with HTML5!\n\n• Problem: Plugin-free access to camera/microphone with HTML5! Welcome to the post-flash revolution. Practical notes and code examples.\n• Takeaway: Welcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nFull breakdown: https://h3manth.com/scribe/camera-and-microphone-access-with-html5/\n\n#Javascript #Html5\n\n### Hacker News\nTitle: Camera and Microphone Access with HTML5\n\nYes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nPost: https://h3manth.com/scribe/camera-and-microphone-access-with-html5/\n\n### Reddit\nTitle: Camera and Microphone Access with HTML5\n\nTL;DR:\n- Yes, Plugin-free access to camera/microphone with HTML5!\n- Welcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nBlog: https://h3manth.com/scribe/camera-and-microphone-access-with-html5/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8796, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 0.8665, "p_hemanth": 0.9393}, "split_hint": "test"}
{"id": "blog_ns2-ubuntu-910", "slug": "ns2-ubuntu-910", "task": "blog", "category": "linux", "title": "NS2 on Ubuntu 9.10", "tags": ["ubuntu", "bash", "web", "linux"], "prompt": "<|task:blog|>\nTitle: NS2 on Ubuntu 9.10\nCategory: linux\nTags: ubuntu, bash, web, linux\nSummary: To install The Network Simulator - ns-2 we need to bit of circus. Install dependencies : $ sudo apt-get install libpcap-dev.\n<|hemanth|>\n", "input_text": "NS2 on Ubuntu 9.10 (linux): To install The Network Simulator - ns-2 we need to bit of circus. Install dependencies : $ sudo apt-get install libpcap-dev.", "target_text": "To install The Network Simulator - ns-2 we need to bit of circus.\n\n**Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\n_By default gcc version is 4.4, but has ns2 compiles well only will 4.3 we need to downgrade gcc !_\n\n**Backup the current links and update symbolic links :** ` $ sudo mv gcc gcc.old $ sudo mv i486-linux-gnu-gcc i486-linux-gnu-gcc.old $ sudo ln -s gcc-4.3 gcc $ sudo ln -s gcc-4.3 i486-linux-gnu-gcc `\n\n**Download and Install ns2:** ` $ wget http://sourceforge.net/projects/nsnam/files/allinone/ns-allinone-2.33.tar.gz/download $ sudo tar zxvf ns-allinone-2.33.tar.gz $ sudo cd ns-allinone-2.33 $ sudo ./install `\n\n**P.S : In case of nay issues with gcc or g++ restore the backup**", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.8692}, "split_hint": "test"}
{"id": "blog_android-remote-control-setup", "slug": "android-remote-control-setup", "task": "blog", "category": "javascript", "title": "Android Remote Control Setup", "tags": ["javascript", "python", "ruby"], "prompt": "<|task:blog|>\nTitle: Android Remote Control Setup\nCategory: javascript\nTags: javascript, python, ruby\nSummary: Control your Android devices while running scripts on your computer! Wonder can be done with ASE and an android device along.\n<|hemanth|>\n", "input_text": "Android Remote Control Setup (javascript): Control your Android devices while running scripts on your computer! Wonder can be done with ASE and an android device along.", "target_text": "**Control your Android devices while running scripts on your computer!**\n\nWonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell. \n\nWould it not be wonderful to run code on your box and the same being reflected on your android devices ? \n\nThe same is achieved with help of Scripting Layer for Android's remote control.\n\nBefore one uses the script make sure that you have a GNU/Linux box with sudo privileges and an Android device with ASE installed on it. \n\nThe below is the simple setup script I wrote to make the process easier.\n#!/usr/bin/bash\n\n```javascript\n# License : GPLv3\n\n# Author  : hemanth.hm \n\n# Site    : h3manth.com\n\n# Purpose : Remote control android setup process \n```\n\n```javascript\nfunction check_sudo(){\n\n    # Check if the user has sudo privilages \n\n    sudo -v >/dev/null 2>&1 || { echo $(whoami) has no sudo privileges ; exit 1; }\n\n}\n\nfunction setup(){\n\n    # Check if the use have sudo privileges, if fine, move on.\n\n    check_sudo\n\n    # Get the latest version of android SDK.\n\n    echo -e \"Download and extracting the latest version of android sdk to /opt dir\\\n\"\n\n    (\n\n        c", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5439, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.5137, "cadence": 1.0, "p_hemanth": 0.9133}, "split_hint": "test"}
{"id": "rewrite_2025-ai-predictions-review", "slug": "2025-ai-predictions-review", "task": "rewrite", "category": "ai", "title": "My 2025 AI Predictions: How Did They Hold Up?", "prompt": "<|task:rewrite|>\nTopic: My 2025 AI Predictions: How Did They Hold Up?\nDraft:\nIn today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding My 2025 AI Predictions: How Did They Hold Up?. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.  ## My Original Predictions  Here's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025: Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving ai landscape, developers and organizations frequently encounter multifaceted challenges regarding My 2025 AI Predictions: How Did They Hold Up?. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.  ## My Original Predictions  Here's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025: Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nHere's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025:", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7269, "hook_strength": 0.7582, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.7017, "p_hemanth": 0.8414}, "draft_metrics": {"directness": 0.4705, "hook_strength": 0.5125, "zero_fluff": 0.1102, "code_first": 0.35, "cadence": 0.8538, "p_hemanth": 0.2113}, "split_hint": "test"}
{"id": "social_plotting-performance-graph-gnulinux-box", "slug": "plotting-performance-graph-gnulinux-box", "task": "social", "category": "linux", "title": "Plotting Performance Graph of a GNU/Linux Box", "prompt": "<|task:social|>\nTitle: Plotting Performance Graph of a GNU/Linux Box\nCategory: linux\nPost:\n**Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing directly on how to plotting performance graph of a GNU/Linux box.\n\nI have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n    \n    \n    #!/bin/bash\n    #Author : Hemanth H.M\n    #Licence : GNU GPLv3\n    \n    # Usage\n    show_help(){\n    ech\n<|hemanth|>\n", "input_text": "Plotting Performance Graph of a GNU/Linux Box\n**Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing directly on how to plotting performance graph of a GNU/Linux box.\n\nI have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n    \n    \n    #!/bin/bash\n    #Author : Hemanth H.M\n    #Licence : GNU GPLv3\n    \n    # Usage\n    show_help(){\n    ech", "target_text": "### LinkedIn\nPlotting Performance Graph of a GNU/Linux Box\n\n**Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing...\n\n• Problem: Easy and fun Things needed : dstat GNUPlot This post, is not elaborating on dstat or GNUplot but rather focusing directly.\n• Takeaway: I have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n\nFull breakdown: https://h3manth.com/scribe/plotting-performance-graph-gnulinux-box/\n\n#Bash #Web #Linux\n\n### Hacker News\nTitle: Plotting Performance Graph of a GNU/Linux Box\n\n**Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing...\n\nI have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n\nPost: https://h3manth.com/scribe/plotting-performance-graph-gnulinux-box/\n\n### Reddit\nTitle: Plotting Performance Graph of a GNU/Linux Box\n\nTL;DR:\n- **Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing...\n- I have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n\nBlog: https://h3manth.com/scribe/plotting-performance-graph-gnulinux-box/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3191, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.839}, "split_hint": "test"}
{"id": "critic_neg_ffi-python-vs-ruby", "slug": "ffi-python-vs-ruby", "task": "critic", "category": "python", "title": "FFI Python vs Ruby", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding FFI Python vs Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.  **FFI - Foreign Function Interface:**  > A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of se Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding FFI Python vs Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.  **FFI - Foreign Function Interface:**  > A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of se Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.14)\ndirectness=0.17 | hook=0.51 | zero_fluff=0.12 | code_first=0.35 | cadence=1.00\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1173, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1448}, "split_hint": "test"}
{"id": "blog_sms-android-using-python", "slug": "sms-android-using-python", "task": "blog", "category": "python", "title": "SMS From Android Using Python", "tags": ["python", "javascript", "android", "web"], "prompt": "<|task:blog|>\nTitle: SMS From Android Using Python\nCategory: python\nTags: python, javascript, android, web\nSummary: All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install.\n<|hemanth|>\n", "input_text": "SMS From Android Using Python (python): All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install.", "target_text": "## **Sending an SMS programmatically using python in an android easier than any other programming language**\n\nAll one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\n![](http://chart.apis.google.com/chart?cht=qr&chs=200x200&chl=http://android-scripting.googlecode.com/files/sl4a_r4.apk&nonsense=something_that_ends_with.png)\n\n**The below is the simple script to send random Chuck Norris jokes:**\n    \n    \n    #!/user/bin/python \n    \n    \"\"\"Send jokes to your loved ones\"\"\"\n    \n    \n    __author__ = 'Hemanth H.M <hemanth.hm@gmail.com>'\n    __copyright__ = 'Copyright (c) 2010, h3manth.com.'\n    __license__ = 'Apache License, Version 2.0'\n    \n    import urllib2\n    import json \n    import android\n    \n    \"\"\" URL to fetch a random joke \"\"\"\n    JOKES_URL = 'http://api.icndb.com/jokes/random'\n    \n    \"\"\" List of number to which the joke must be messaged \"\"\"\n    FRIENDS = [\"9999999999\",\"8888888888\"]\n    \n    def getJoke():\n        \"\"\"Returns a Joke ;)\"\"\"\n        return json.loads(urllib2.urlopen(JOKES_URL).read())\\\n                  ['value']['joke'].encode('ascii','ig", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "split_hint": "test"}
{"id": "blog_stringeach-missing-ruby19", "slug": "stringeach-missing-ruby19", "task": "blog", "category": "linux", "title": "String#each Missing in ruby1.9", "tags": ["bash"], "prompt": "<|task:blog|>\nTitle: String#each Missing in ruby1.9\nCategory: linux\nTags: bash\nSummary: One might have noticed that String#each is no more present in ruby1.9 1.9.1 :002 ’hemanth’.each NoMethodError: undefined.\n<|hemanth|>\n", "input_text": "String#each Missing in ruby1.9 (linux): One might have noticed that String#each is no more present in ruby1.9 1.9.1 :002 ’hemanth’.each NoMethodError: undefined.", "target_text": "One might have noticed that String#each is no more present in ruby1.9\n\n1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String \n\nLately, was working on huge code base where, code had String#each assuming it will always get an array as ruby1.8 has String#each and also Array#each, but it does not get Strings at times so had to fix them.\n\n**Methods to fix :**\n\n  * Check and cast :\n\nif !obj.kind_of?(Array)\n    \n    \n      acl_descs = [\"#{obj}\"]\n    \n\nend \n\nThis was bit tedious, some 'sed' could have helped, but stopped it there!\n\n  * Check and Create :\n\nunless String.respond_to?(:each) class String\n    \n    \n    def each\n      self.split.each {|line| yield line}\n    end\n    \n\nend end \n\nThis was worth doing, but was in search of an easier way!\n\n  * Aliasing for the win!\n\nString#each_line is the method that helped a lot, as it was present in both 1.8 and 1.9.\n\nclass String alias :each :each_line end \n\nFinally, removal of String#each from 1.9 is really meaningful, as it was ugly string.each {|each_what???|\n\nSo, ruby 1.9 along with each_line has each_word and each_char.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2289, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7269}, "split_hint": "test"}
{"id": "social_create-a-nodeschool-workshop", "slug": "create-a-nodeschool-workshop", "task": "social", "category": "node", "title": "Create a NodeSchool Workshop", "prompt": "<|task:social|>\nTitle: Create a NodeSchool Workshop\nCategory: node\nPost:\nFor international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n\n## Setup\n\nnpm install --save adventure-runner\n<|hemanth|>\n", "input_text": "Create a NodeSchool Workshop\nFor international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n\n## Setup\n\nnpm install --save adventure-runner", "target_text": "### LinkedIn\nCreate a NodeSchool Workshop\n\nFor international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n\n• Problem: Building interactive NodeSchool workshops with adventure-runner. Practical notes and code examples on Create a NodeSchool.\n• Takeaway: ## Setup\n\nFull breakdown: https://h3manth.com/scribe/create-a-nodeschool-workshop/\n\n#Node #Nodeschool\n\n### Hacker News\nTitle: Create a NodeSchool Workshop\n\nFor international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n\n## Setup\n\nPost: https://h3manth.com/scribe/create-a-nodeschool-workshop/\n\n### Reddit\nTitle: Create a NodeSchool Workshop\n\nTL;DR:\n- For international [NodeSchool](http://nodeschool.io) day, here's how to create a workshop using [adventure-runner](http://npm.im/adventure-runner).\n- ## Setup\n\nBlog: https://h3manth.com/scribe/create-a-nodeschool-workshop/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5578, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8998}, "split_hint": "test"}
{"id": "rewrite_temp-dir-ruby", "slug": "temp-dir-ruby", "task": "rewrite", "category": "web", "title": "Temp Dir With Ruby", "prompt": "<|task:rewrite|>\nTopic: Temp Dir With Ruby\nDraft:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Temp Dir With Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.  **Mainly liked :**    * yield for the win! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Temp Dir With Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.  **Mainly liked :**    * yield for the win! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\n  * yield for the win!", "is_hemanth_target": 1, "style_metrics": {"directness": 0.818, "hook_strength": 0.77, "zero_fluff": 0.4066, "code_first": 0.35, "cadence": 0.8588, "p_hemanth": 0.6581}, "draft_metrics": {"directness": 0.6707, "hook_strength": 0.5125, "zero_fluff": 0.05, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.2814}, "split_hint": "test"}
{"id": "rewrite_customizing-bespin", "slug": "customizing-bespin", "task": "rewrite", "category": "python", "title": "Customizing Bespin", "prompt": "<|task:rewrite|>\nTopic: Customizing Bespin\nDraft:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Customizing Bespin. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_  **Peek into dryice.py :** ``  ## !/usr/bin/env python Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Customizing Bespin. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_  **Peek into dryice.py :** ``  ## !/usr/bin/env python Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_\n\n**Peek into dryice.py :** ``\n\n## !/usr/bin/env python", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.86, "p_hemanth": 0.7385}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.0709, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1312}, "split_hint": "test"}
{"id": "rewrite_how-caching-matters-js", "slug": "how-caching-matters-js", "task": "rewrite", "category": "linux", "title": "How Caching Matters in JS?", "prompt": "<|task:rewrite|>\nTopic: How Caching Matters in JS?\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding How Caching Matters in JS?. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Caching plays a very important role, may it be on the client side or on the server side.  I tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.  To state the numbers, cache less query was 98% slower than the cached query! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding How Caching Matters in JS?. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Caching plays a very important role, may it be on the client side or on the server side.  I tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.  To state the numbers, cache less query was 98% slower than the cached query! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Caching plays a very important role, may it be on the client side or on the server side.\n\nI tired to do a tittle benchmark test with benchmark.js and caching proved to benefit the performance remarkably.\n\nTo state the numbers, cache less query was 98% slower than the cached query!", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6871, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.6887, "p_hemanth": 0.8292}, "draft_metrics": {"directness": 0.6151, "hook_strength": 0.5125, "zero_fluff": 0.096, "code_first": 0.35, "cadence": 0.7782, "p_hemanth": 0.2442}, "split_hint": "test"}
{"id": "rewrite_google-chrome-stable-gnulinux-now", "slug": "google-chrome-stable-gnulinux-now", "task": "rewrite", "category": "linux", "title": "Google Chrome Is Stable for GNU/Linux Now", "prompt": "<|task:rewrite|>\nTopic: Google Chrome Is Stable for GNU/Linux Now\nDraft:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Google Chrome Is Stable for GNU/Linux Now. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: [![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")  _The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_  **Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!** Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Google Chrome Is Stable for GNU/Linux Now. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: [![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")  _The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_  **Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!** Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\n**Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!**", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2944, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8207}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1197, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1455}, "split_hint": "test"}
{"id": "social_wikipedia-search-summary-api", "slug": "wikipedia-search-summary-api", "task": "social", "category": "javascript", "title": "Wikipedia Search Summary API", "prompt": "<|task:social|>\nTitle: Wikipedia Search Summary API\nCategory: javascript\nPost:\nAfter [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n\nIt's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain requests are possible with this API, one can easily integrate it to search boxes or widgets.\n\n**Monkey code :**\n<|hemanth|>\n", "input_text": "Wikipedia Search Summary API\nAfter [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n\nIt's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain requests are possible with this API, one can easily integrate it to search boxes or widgets.\n\n**Monkey code :**", "target_text": "### LinkedIn\nWikipedia Search Summary API\n\nAfter [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n\n• Problem: After Random images from wikipedia I made another simple API to get the summary for a search term using PHP. It’s a JSONP.\n• Takeaway: It's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain...\n\nFull breakdown: https://h3manth.com/scribe/wikipedia-search-summary-api/\n\n#Javascript #Web\n\n### Hacker News\nTitle: Wikipedia Search Summary API\n\nAfter [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n\nIt's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain...\n\nPost: https://h3manth.com/scribe/wikipedia-search-summary-api/\n\n### Reddit\nTitle: Wikipedia Search Summary API\n\nTL;DR:\n- After [Random images from wikipedia](http://h3manth.com/content/random-images-wikipedia) I made another simple API to get the summary for a search term using PHP.\n- It's a JSONP API that queries the DNS of wikipedia to fetch the TXT records, which also includes a short URL to the complete corresponding Wikipedia entry. As cross-domain...\n\nBlog: https://h3manth.com/scribe/wikipedia-search-summary-api/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6232, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.9125}, "split_hint": "test"}
{"id": "social_customizing-bespin", "slug": "customizing-bespin", "task": "social", "category": "python", "title": "Customizing Bespin", "prompt": "<|task:social|>\nTitle: Customizing Bespin\nCategory: python\nPost:\n**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_\n\n**Peek into dryice.py :** ``\n\n## !/usr/bin/env python\n<|hemanth|>\n", "input_text": "Customizing Bespin\n**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_\n\n**Peek into dryice.py :** ``\n\n## !/usr/bin/env python", "target_text": "### LinkedIn\nCustomizing Bespin\n\n**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5...\n\n• Problem: with syntax and code highlighting Read the intro to bespin before you continue Prereq: Python 2.5 with simplejson or Python.\n• Takeaway: **Peek into dryice.py :** ``\n\nFull breakdown: https://h3manth.com/scribe/customizing-bespin/\n\n#Python #Javascript #Web\n\n### Hacker News\nTitle: Customizing Bespin\n\n**Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5...\n\n**Peek into dryice.py :** ``\n\nPost: https://h3manth.com/scribe/customizing-bespin/\n\n### Reddit\nTitle: Customizing Bespin\n\nTL;DR:\n- **Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5...\n- **Peek into dryice.py :** ``\n\nBlog: https://h3manth.com/scribe/customizing-bespin/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2512, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.817}, "split_hint": "test"}
{"id": "social_ubuntu-family-happy-family", "slug": "ubuntu-family-happy-family", "task": "social", "category": "linux", "title": "Ubuntu Family a Happy Family", "prompt": "<|task:social|>\nTitle: Ubuntu Family a Happy Family\nCategory: linux\nPost:\n**Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n\nVersion | Code name | Release date  \n---|---|---  \n4.10 | Warty Warthog | 2004-10-20  \n5.04 | Hoary Hedgehog | 2005-04-08  \n5.10 | Breezy Badger | 2005-10-13  \n6.06 LTS | Dapper Drake | 2006-06-01  \n6.10 | Edgy Eft | 2006-10-26  \n7.04 | Feisty Fawn | 2007-04-19  \n7.10 | Gutsy Gibbon | 2007-10-18  \n8.04 LTS | Hardy Heron | 2008-04-24  \n8.10 | Intrepid Ibex | 2008-10-30  \n9.04 | Jaunty Jackalop\n<|hemanth|>\n", "input_text": "Ubuntu Family a Happy Family\n**Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n\nVersion | Code name | Release date  \n---|---|---  \n4.10 | Warty Warthog | 2004-10-20  \n5.04 | Hoary Hedgehog | 2005-04-08  \n5.10 | Breezy Badger | 2005-10-13  \n6.06 LTS | Dapper Drake | 2006-06-01  \n6.10 | Edgy Eft | 2006-10-26  \n7.04 | Feisty Fawn | 2007-04-19  \n7.10 | Gutsy Gibbon | 2007-10-18  \n8.04 LTS | Hardy Heron | 2008-04-24  \n8.10 | Intrepid Ibex | 2008-10-30  \n9.04 | Jaunty Jackalop", "target_text": "### LinkedIn\nUbuntu Family a Happy Family\n\n**Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n\n• Problem: Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus. Version | Code name |.\n• Takeaway: Version | Code name | Release date ---|---|--- 4.10 | Warty Warthog | 2004-10-20 5.04 | Hoary Hedgehog | 2005-04-08 5.10 | Breezy Badger | 2005-10-13 6.06 LTS | Dapper Drake |...\n\nFull breakdown: https://h3manth.com/scribe/ubuntu-family-happy-family/\n\n#Ubuntu #Web\n\n### Hacker News\nTitle: Ubuntu Family a Happy Family\n\n**Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n\nVersion | Code name | Release date ---|---|--- 4.10 | Warty Warthog | 2004-10-20 5.04 | Hoary Hedgehog | 2005-04-08 5.10 | Breezy Badger | 2005-10-13 6.06 LTS | Dapper Drake |...\n\nPost: https://h3manth.com/scribe/ubuntu-family-happy-family/\n\n### Reddit\nTitle: Ubuntu Family a Happy Family\n\nTL;DR:\n- **Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n- Version | Code name | Release date ---|---|--- 4.10 | Warty Warthog | 2004-10-20 5.04 | Hoary Hedgehog | 2005-04-08 5.10 | Breezy Badger | 2005-10-13 6.06 LTS | Dapper Drake |...\n\nBlog: https://h3manth.com/scribe/ubuntu-family-happy-family/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "rewrite_camera-and-microphone-access-with-html5", "slug": "camera-and-microphone-access-with-html5", "task": "rewrite", "category": "javascript", "title": "Camera and Microphone Access with HTML5", "prompt": "<|task:rewrite|>\nTopic: Camera and Microphone Access with HTML5\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Camera and Microphone Access with HTML5. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Yes, Plugin-free access to camera/microphone with HTML5!  Welcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.  AFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Camera and Microphone Access with HTML5. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Yes, Plugin-free access to camera/microphone with HTML5!  Welcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.  AFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease. Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Yes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nAFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8016, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.7705, "cadence": 0.9809, "p_hemanth": 0.9654}, "draft_metrics": {"directness": 0.698, "hook_strength": 0.5125, "zero_fluff": 0.1054, "code_first": 0.6076, "cadence": 0.6272, "p_hemanth": 0.3281}, "split_hint": "test"}
{"id": "blog_ubuntu-family-happy-family", "slug": "ubuntu-family-happy-family", "task": "blog", "category": "linux", "title": "Ubuntu Family a Happy Family", "tags": ["ubuntu", "web"], "prompt": "<|task:blog|>\nTitle: Ubuntu Family a Happy Family\nCategory: linux\nTags: ubuntu, web\nSummary: Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus. Version | Code name |.\n<|hemanth|>\n", "input_text": "Ubuntu Family a Happy Family (linux): Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus. Version | Code name |.", "target_text": "**Ubuntu family, I made a collage work out of all the pics of ubuntu code names, inspired by nizarus.**\n\nVersion | Code name | Release date  \n---|---|---  \n4.10 | Warty Warthog | 2004-10-20  \n5.04 | Hoary Hedgehog | 2005-04-08  \n5.10 | Breezy Badger | 2005-10-13  \n6.06 LTS | Dapper Drake | 2006-06-01  \n6.10 | Edgy Eft | 2006-10-26  \n7.04 | Feisty Fawn | 2007-04-19  \n7.10 | Gutsy Gibbon | 2007-10-18  \n8.04 LTS | Hardy Heron | 2008-04-24  \n8.10 | Intrepid Ibex | 2008-10-30  \n9.04 | Jaunty Jackalope | 2009-04-23  \n9.10 | Karmic Koala | 2009-10-29  \n10.04LTS | Lucid Lynx | 2010-10-29  \n10.10 | Maverick Meerka | 28-10-2010   \n  \n[![inspired by nizarus, made this... \"Ubuntu Family :O\\)\" on Twitpic](http://twitpic.com/show/thumb/1hy1r8.png)](http://twitpic.com/1hy1r8/full \"inspired by nizarus, made this... \"Ubuntu Family :O\\)\" on Twitpic\")", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "split_hint": "test"}
{"id": "rewrite_token_budgets", "task": "rewrite", "category": "ai", "title": "Zero-overhead token budgets for agent loops", "prompt": "<|task:rewrite|>\nTopic: Zero-overhead token budgets for agent loops\nDraft:\nAutonomous language model loops frequently suffer from unbounded token consumption and runaway API expenditures due to recursive tool invocation. By implementing deterministic per-turn accounting and circuit-breaker thresholds, engineering teams can mitigate financial risk without adding latency.\n<|hemanth|>\n", "input_text": "Autonomous language model loops frequently suffer from unbounded token consumption and runaway API expenditures due to recursive tool invocation. By implementing deterministic per-turn accounting and circuit-breaker thresholds, engineering teams can mitigate financial risk without adding latency.", "target_text": "Unbounded agent loops burn tokens fast.\n\n`token-budgets` fixes this with zero-overhead circuit breakers:\n- `recordTurn()` logs usage per step\n- `checkBudget()` enforces hard token and dollar ceilings\n- `evaluate()` trips the circuit breaker before a runaway loop drains your API key\n\nZero dependencies. Runs in <0.01 ms.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7307, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9598}, "draft_metrics": {"directness": 0.6216, "hook_strength": 0.6755, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.6471, "p_hemanth": 0.7703}, "split_hint": "test"}
{"id": "social_reactive-context-in-svelte", "slug": "reactive-context-in-svelte", "task": "social", "category": "web", "title": "Reactive Context in Svelte", "prompt": "<|task:social|>\nTitle: Reactive Context in Svelte\nCategory: web\nPost:\nThe [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!\n\n## Basic Example\n\n```javascript\n// Parent has something like:\n<script>\n  import { setContext } from 'svelte'\n  const state = {}\n  setContext('state', state)\n</script>\n```\n<|hemanth|>\n", "input_text": "Reactive Context in Svelte\nThe [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!\n\n## Basic Example\n\n```javascript\n// Parent has something like:\n<script>\n  import { setContext } from 'svelte'\n  const state = {}\n  setContext('state', state)\n</script>\n```", "target_text": "### LinkedIn\nReactive Context in Svelte\n\nThe [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other...\n\n• Problem: Using stores with context API for reactive state in Svelte components. Practical notes and code examples on Reactive Context.\n• Takeaway: ## Basic Example\n\nFull breakdown: https://h3manth.com/scribe/reactive-context-in-svelte/\n\n#Javascript #Svelte #Frontend\n\n### Hacker News\nTitle: Reactive Context in Svelte\n\nThe [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other...\n\n## Basic Example\n\nPost: https://h3manth.com/scribe/reactive-context-in-svelte/\n\n### Reddit\nTitle: Reactive Context in Svelte\n\nTL;DR:\n- The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other...\n- ## Basic Example\n\nBlog: https://h3manth.com/scribe/reactive-context-in-svelte/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.356, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8501}, "split_hint": "test"}
{"id": "social_getting-redirected-url", "slug": "getting-redirected-url", "task": "social", "category": "linux", "title": "Getting the Redirected URL", "prompt": "<|task:social|>\nTitle: Getting the Redirected URL\nCategory: linux\nPost:\nMany time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find the redirected URL in the RAW headers of the response, the location would be the HTTP/1.1 307 Temporary Redirected URL.\n\n![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nREQUEST-RESPONSE\n<|hemanth|>\n", "input_text": "Getting the Redirected URL\nMany time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find the redirected URL in the RAW headers of the response, the location would be the HTTP/1.1 307 Temporary Redirected URL.\n\n![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nREQUEST-RESPONSE", "target_text": "### LinkedIn\nGetting the Redirected URL\n\nMany time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find...\n\n• Problem: Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request in JS.\n• Takeaway: ![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nFull breakdown: https://h3manth.com/scribe/getting-redirected-url/\n\n#Bash #Web\n\n### Hacker News\nTitle: Getting the Redirected URL\n\nMany time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find...\n\n![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nPost: https://h3manth.com/scribe/getting-redirected-url/\n\n### Reddit\nTitle: Getting the Redirected URL\n\nTL;DR:\n- Many time one needs to get the redirected URL, the reasons might be many but the logic remains the same. HTTP request response is what it's all about, say if an URL has a redirection, one can find...\n- ![](http://www.h3manth.com/sites/files/eKtJF.png)\n\nBlog: https://h3manth.com/scribe/getting-redirected-url/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5269, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8933}, "split_hint": "test"}
{"id": "social_2025-ai-predictions-review", "slug": "2025-ai-predictions-review", "task": "social", "category": "ai", "title": "My 2025 AI Predictions: How Did They Hold Up?", "prompt": "<|task:social|>\nTitle: My 2025 AI Predictions: How Did They Hold Up?\nCategory: ai\nPost:\nAt the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nHere's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025:\n<|hemanth|>\n", "input_text": "My 2025 AI Predictions: How Did They Hold Up?\nAt the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nHere's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025:", "target_text": "### LinkedIn\nMy 2025 AI Predictions: How Did They Hold Up?\n\nAt the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n• Problem: A year-end review of my optimistic AI predictions for 2025 - spoiler: 6.5 out of 7 came true. Practical notes and code in JS.\n• Takeaway: ## My Original Predictions\n\nFull breakdown: https://h3manth.com/scribe/2025-ai-predictions-review/\n\n#Ai #Predictions #2025 #Technology\n\n### Hacker News\nTitle: My 2025 AI Predictions: How Did They Hold Up?\n\nAt the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nPost: https://h3manth.com/scribe/2025-ai-predictions-review/\n\n### Reddit\nTitle: My 2025 AI Predictions: How Did They Hold Up?\n\nTL;DR:\n- At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n- ## My Original Predictions\n\nBlog: https://h3manth.com/scribe/2025-ai-predictions-review/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.8321, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 0.86, "p_hemanth": 0.9532}, "split_hint": "test"}
{"id": "blog_packing-ruby20-debian", "slug": "packing-ruby20-debian", "task": "blog", "category": "linux", "title": "Packing ruby2.0 on Debian.", "tags": ["ruby", "ubuntu", "git", "bash"], "prompt": "<|task:blog|>\nTitle: Packing ruby2.0 on Debian.\nCategory: linux\nTags: ruby, ubuntu, git, bash\nSummary: One can use the below script to package ruby2.0 on squeeze. To get going, just get the script form Here and says sudo bash.\n<|hemanth|>\n", "input_text": "Packing ruby2.0 on Debian. (linux): One can use the below script to package ruby2.0 on squeeze. To get going, just get the script form Here and says sudo bash.", "target_text": "One can use the below script to package ruby2.0 on squeeze.\n\nTo get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)\n\n```bash\n\n# !/bin/bash\n\napt-get install ruby rubygems\n\ngem1.8 install fpm --no-ri --no-rdoc\n\napt-get install build-essential openssl libreadline6 libreadline6-dev \\ zlib1g zlib1g-dev libssl-dev ncurses-dev libyaml-dev\n\nwget http://ftp.ruby-lang.org/pub/ruby/ruby-2.0-stable.tar.gz\n\ntar -zxvf ruby-2.0-stable.tar.gz\n\ncd ruby*\n\nrm -rf /tmp/ruby20\n\n./configure --prefix=/usr && make && make install DESTDIR=/tmp/ruby20\n\n/var/lib/gems/1.8/bin/fpm -s dir -t deb -n ruby20 -v 2.0 --description \\ \"Ruby 2.0 stable package\" -C /tmp/ruby20 \\\n\n-p ruby2.0-VERSION_ARCH.deb -d \"libstdc++6 (>= 4.4.3)\" \\\n\n-d \"libc6 (>= 2.6)\" -d \"libffi5 (>= 3.0.4)\" -d \"libgdbm3 (>= 1.8.3)\" \\\n\n-d \"libncurses5 (>= 5.7)\" -d \"libreadline6 (>= 6.1)\" \\\n\n-d \"libssl0.9.8 (>= 0.9.8)\" -d \"zlib1g (>= 1:1.2.2)\" \\\n\n-d \"libyaml-0-2 (>= 0.1.3)\" \\\n\nusr/bin usr/lib usr/share/man usr/include\n\n# Deb is ready!\n\napt-get remove ruby rubygems\n\napt-get install libffi5 libyaml-0-2\n\ndpkg -i ruby2*.deb\n\nruby -ropenssl -rzlib -", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.5486, "cadence": 1.0, "p_hemanth": 0.7623}, "split_hint": "test"}
{"id": "rewrite_sms-android-using-python", "slug": "sms-android-using-python", "task": "rewrite", "category": "python", "title": "SMS From Android Using Python", "prompt": "<|task:rewrite|>\nTopic: SMS From Android Using Python\nDraft:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding SMS From Android Using Python. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: ## **Sending an SMS programmatically using python in an android easier than any other programming language**  All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.  ![](http://chart.apis.google.com/chart?cht=qr&chs=200x200&chl=http://andr Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding SMS From Android Using Python. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: ## **Sending an SMS programmatically using python in an android easier than any other programming language**  All one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.  ![](http://chart.apis.google.com/chart?cht=qr&chs=200x200&chl=http://andr Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "## **Sending an SMS programmatically using python in an android easier than any other programming language**\n\nAll one needs to have is Scripting layer installed in the mobile device. Use the QR code below to get the apk and install the required and then install the python interpreter.\n\n![](http://chart.apis.google.com/chart?cht=qr&chs=200x200&chl=http://android-scripting.googlecode.com/files/sl4a_r4.apk&nonsense=something_that_ends_with.png)", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4907, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8775}, "draft_metrics": {"directness": 0.3844, "hook_strength": 0.5125, "zero_fluff": 0.1173, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.194}, "split_hint": "test"}
{"id": "rewrite_nullspan_launch", "task": "rewrite", "category": "ai", "title": "nullspan structured extraction launch", "prompt": "<|task:rewrite|>\nTopic: nullspan structured extraction launch\nDraft:\nBaked nullspan a single-pass structured extraction with exact [start, end] character spans, calibrated p_null abstention, algebraic invariant checks (subtotal == nodes * hourly_rate), and p10/p50/p90 quantiles. Benchmarked across 3 runtime tiers (B=1,000 bootstrap 95% CIs): Tier 1A (PyTorch FP32, 67M): 100% Structured/Math/Injection EM, 91.7% SQuAD v2.0 (100% abstention, 0.999 AUROC). Tier 1B (Browser ONNX Int8, 64.3 MB, 3.98x smaller): 100% Structured, 90.0% SQuAD v2.0 client-side in WASM SIMD. Tier 2 (Zero-Dep JS/Py Engine, 0 MB): 0 dependencies, 100% Structured & Invariant EM at 0.023 ms/field.\n<|hemanth|>\n", "input_text": "Baked nullspan a single-pass structured extraction with exact [start, end] character spans, calibrated p_null abstention, algebraic invariant checks (subtotal == nodes * hourly_rate), and p10/p50/p90 quantiles. Benchmarked across 3 runtime tiers (B=1,000 bootstrap 95% CIs): Tier 1A (PyTorch FP32, 67M): 100% Structured/Math/Injection EM, 91.7% SQuAD v2.0 (100% abstention, 0.999 AUROC). Tier 1B (Browser ONNX Int8, 64.3 MB, 3.98x smaller): 100% Structured, 90.0% SQuAD v2.0 client-side in WASM SIMD. Tier 2 (Zero-Dep JS/Py Engine, 0 MB): 0 dependencies, 100% Structured & Invariant EM at 0.023 ms/field.", "target_text": "Meet nullspan: a structured extraction engine that pulls exact `[start, end]` spans from text, knows when a value isn't there instead of making one up (`p_null`), and double-checks the math (`subtotal == nodes * hourly_rate`).\n\nYou can run it three ways:\n- ⚡ Full neural model (PyTorch, 67M): 98.8% overall — 100% on structured & math checks, 91.7% on SQuAD v2.0, and 100% at spotting unanswerable prompts.\n- 🌐 Browser-native (64 MB WASM): 4× smaller quantized model running entirely in the browser with 90% SQuAD v2.0 accuracy.\n- 🚀 Zero-dependency JS/Python (0 MB): Deterministic lexical + AST math engine — 100% on structured logs/invoices in 0.005 ms.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4378, "hook_strength": 0.9173, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9215, "p_hemanth": 0.9337}, "draft_metrics": {"directness": 0.4787, "hook_strength": 0.5125, "zero_fluff": 1.0, "code_first": 0.8556, "cadence": 0.6843, "p_hemanth": 0.8138}, "split_hint": "test"}
{"id": "rewrite_coffeescript-classes", "slug": "coffeescript-classes", "task": "rewrite", "category": "javascript", "title": "CoffeeScript Classes", "prompt": "<|task:rewrite|>\nTopic: CoffeeScript Classes\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding CoffeeScript Classes. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: When rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.  But as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with node.js  In Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding CoffeeScript Classes. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: When rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.  But as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with node.js  In Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "When rails 3 was out I had a serious look at coffescript [commit-diff](https://github.com/rails/rails/compare/9333ca7...23aa7da) but was not very much carried by it then.\n\nBut as the saying goes _Real man code raw JS_ I always have great respect and love towards it, but the sugar and the kick this coffee is giving me is very high, especially with node.js\n\nIn this article I would like to express my <3 towards coffee classes.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.6994}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1317, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1493}, "split_hint": "test"}
{"id": "blog_dom-mutation-observers", "slug": "dom-mutation-observers", "task": "blog", "category": "web", "title": "DOM Mutation Observers", "tags": ["javascript", "dom", "web-api"], "prompt": "<|task:blog|>\nTitle: DOM Mutation Observers\nCategory: web\nTags: javascript, dom, web-api\nSummary: Using MutationObserver API to watch for DOM tree changes. Practical notes and code examples on DOM Mutation Observers by.\n<|hemanth|>\n", "input_text": "DOM Mutation Observers (web): Using MutationObserver API to watch for DOM tree changes. Practical notes and code examples on DOM Mutation Observers by.", "target_text": "`MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n\n## API\n\n```javascript\nvar observer = new MutationObserver(callback);\nobserver.observe(target, options);  // Observe the desired node\nobserver.disconnect();              // Stop observing\nobserver.takeRecords();             // Empty and return the record queue\n\n## Example: Random Image Loader\njavascript\nvar matrix = document.querySelector(\"#imgs\");\nvar imgServ = [\n  \"http://lorempizza.com/i/380/240\",\n  \"http://lorempixel.com/380/240/\"\n];\n\nvar observer = new MutationObserver(function(mutations) {\n  mutations.forEach(function(mutation) {\n    var size = matrix.childElementCount;\n    matrix.children[size - 1].src = \n      imgServ[Math.floor(imgServ.length * Math.random())] + \n      \"#\" + Math.random().toString(36).substring(7);\n  });\n});\n\nobserver.observe(matrix, { childList: true });\n\nsetInterval(function() {\n  matrix.appendChild(document.createElement('img'));\n}, 1000);\n```\n\nDon't miss the [spec](https://dvcs.w3.org/hg/domcore/raw-file/tip/Overview.html#mutation-observers)!", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7416, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.76, "p_hemanth": 0.9626}, "split_hint": "test"}
{"id": "blog_plotting-performance-graph-gnulinux-box", "slug": "plotting-performance-graph-gnulinux-box", "task": "blog", "category": "linux", "title": "Plotting Performance Graph of a GNU/Linux Box", "tags": ["bash", "web", "linux"], "prompt": "<|task:blog|>\nTitle: Plotting Performance Graph of a GNU/Linux Box\nCategory: linux\nTags: bash, web, linux\nSummary: Easy and fun Things needed : dstat GNUPlot This post, is not elaborating on dstat or GNUplot but rather focusing directly.\n<|hemanth|>\n", "input_text": "Plotting Performance Graph of a GNU/Linux Box (linux): Easy and fun Things needed : dstat GNUPlot This post, is not elaborating on dstat or GNUplot but rather focusing directly.", "target_text": "**Easy and fun** _Things needed :_ **[dstat](http://dag.wieers.com/home-made/dstat/)** **[GNUPlot](http://www.gnuplot.info/)** This post, is not elaborating on dstat or GNUplot but rather focusing directly on how to plotting performance graph of a GNU/Linux box.\n\nI have written a small script to plot the performance of the machine considering CPU,Memory and Network into picture.\n    \n    \n    #!/bin/bash\n    #Author : Hemanth H.M\n    #Licence : GNU GPLv3\n    \n    # Usage\n    show_help(){\n    echo \"Usage is $0 a|m|n|c|h\"\n    echo \"-a or --all to plot cpu(c),mem(m) and net(n)\"\n    }\n    \n    # Make directory to store the results\n    setdir(){\n    mkdir -p Stats\n    cd Stats\n    }\n    \n    # Use dstat to get the data set\n    gendata(){\n    echo \"Collecting stats for 60sec with an interval of 10sec\"\n    dstat -tmnc 10 > dstat.dat&\n    [ \"$?\" -ne 0 ] && echo \"Please check if you have installed dstat\" && exit 1\n    sleep 60s\n    exec 2>/dev/null\n    kill $! >/dev/null 2>&1\n    #Remove the headers\n    sed '1,2d' dstat.dat > stat.dat\n    }\n    #############################################\n    MAIN BLOCK\n    #############################################\n    # Use GNU plot to plot the graph", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 0.9645, "zero_fluff": 1.0, "code_first": 0.4511, "cadence": 1.0, "p_hemanth": 0.7926}, "split_hint": "test"}
{"id": "rewrite_http-imports-node", "slug": "http-imports-node", "task": "rewrite", "category": "node", "title": "HTTP Imports on Node", "prompt": "<|task:rewrite|>\nTopic: HTTP Imports on Node\nDraft:\nIn today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding HTTP Imports on Node. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.  This is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.  ## Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding HTTP Imports on Node. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.  This is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.  ## Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\n## Example", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7525, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.5499, "cadence": 1.0, "p_hemanth": 0.9473}, "draft_metrics": {"directness": 0.5153, "hook_strength": 0.5125, "zero_fluff": 0.0798, "code_first": 0.5003, "cadence": 0.904, "p_hemanth": 0.2738}, "split_hint": "test"}
{"id": "social_webpack-module-federation", "slug": "webpack-module-federation", "task": "social", "category": "web", "title": "Webpack Module Federation", "prompt": "<|task:social|>\nTitle: Webpack Module Federation\nCategory: web\nPost:\nWebpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds should form a single application, such that they can be shared and deployed exclusively.\n\nLet us walk through a simple example. Assume there are two apps:\n- **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app].\n- **home-app**: Standalone react app that uses comic-app's ex\n<|hemanth|>\n", "input_text": "Webpack Module Federation\nWebpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds should form a single application, such that they can be shared and deployed exclusively.\n\nLet us walk through a simple example. Assume there are two apps:\n- **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app].\n- **home-app**: Standalone react app that uses comic-app's ex", "target_text": "### LinkedIn\nWebpack Module Federation\n\nWebpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds...\n\n• Problem: Webpack’s Module Federation is a new feature that was introduced in Webpack5 with the intent of having multiple independent.\n• Takeaway: Let us walk through a simple example. Assume there are two apps: - **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app]. - **home-app**:...\n\nFull breakdown: https://h3manth.com/scribe/webpack-module-federation/\n\n#Webpack #Javascript #Module-federation #Microfrontends\n\n### Hacker News\nTitle: Webpack Module Federation\n\nWebpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds...\n\nLet us walk through a simple example. Assume there are two apps: - **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app]. - **home-app**:...\n\nPost: https://h3manth.com/scribe/webpack-module-federation/\n\n### Reddit\nTitle: Webpack Module Federation\n\nTL;DR:\n- Webpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds...\n- Let us walk through a simple example. Assume there are two apps: - **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app]. - **home-app**:...\n\nBlog: https://h3manth.com/scribe/webpack-module-federation/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.751, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.9331}, "split_hint": "test"}
{"id": "social_promisified-node-built-ins", "slug": "promisified-node-built-ins", "task": "social", "category": "node", "title": "Promisified Node Builtins", "prompt": "<|task:social|>\nTitle: Promisified Node Builtins\nCategory: node\nPost:\nAt any point in time if you were to promisify a function you can use `util.promisify`, for example:\n\n```javascript\nimport util from \"util\";\nimport fs from \"fs\";\n\nconst readFile = util.promisify(fs.readFile);\n```\n<|hemanth|>\n", "input_text": "Promisified Node Builtins\nAt any point in time if you were to promisify a function you can use `util.promisify`, for example:\n\n```javascript\nimport util from \"util\";\nimport fs from \"fs\";\n\nconst readFile = util.promisify(fs.readFile);\n```", "target_text": "### LinkedIn\nPromisified Node Builtins\n\nAt any point in time if you were to promisify a function you can use `util.promisify`, for example:\n\n• Problem: Node.js has several built-in modules that are already promisified for you. Practical notes and code examples on Promisified.\n• Takeaway: But interestingly there are few builtins that are already promisified for us:\n\nFull breakdown: https://h3manth.com/scribe/promisified-node-built-ins/\n\n#Node #Javascript #Promises\n\n### Hacker News\nTitle: Promisified Node Builtins\n\nAt any point in time if you were to promisify a function you can use `util.promisify`, for example:\n\nBut interestingly there are few builtins that are already promisified for us:\n\nPost: https://h3manth.com/scribe/promisified-node-built-ins/\n\n### Reddit\nTitle: Promisified Node Builtins\n\nTL;DR:\n- At any point in time if you were to promisify a function you can use `util.promisify`, for example:\n- But interestingly there are few builtins that are already promisified for us:\n\nBlog: https://h3manth.com/scribe/promisified-node-built-ins/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.8844}, "split_hint": "test"}
{"id": "social_ns2-ubuntu-910", "slug": "ns2-ubuntu-910", "task": "social", "category": "linux", "title": "NS2 on Ubuntu 9.10", "prompt": "<|task:social|>\nTitle: NS2 on Ubuntu 9.10\nCategory: linux\nPost:\nTo install The Network Simulator - ns-2 we need to bit of circus.\n\n**Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\n_By default gcc version is 4.4, but has ns2 compiles well only will 4.3 we need to downgrade gcc !_\n<|hemanth|>\n", "input_text": "NS2 on Ubuntu 9.10\nTo install The Network Simulator - ns-2 we need to bit of circus.\n\n**Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\n_By default gcc version is 4.4, but has ns2 compiles well only will 4.3 we need to downgrade gcc !_", "target_text": "### LinkedIn\nNS2 on Ubuntu 9.10\n\nTo install The Network Simulator - ns-2 we need to bit of circus.\n\n• Problem: To install The Network Simulator - ns-2 we need to bit of circus. Install dependencies : $ sudo apt-get install libpcap-dev.\n• Takeaway: **Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\nFull breakdown: https://h3manth.com/scribe/ns2-ubuntu-910/\n\n#Ubuntu #Bash #Web #Linux\n\n### Hacker News\nTitle: NS2 on Ubuntu 9.10\n\nTo install The Network Simulator - ns-2 we need to bit of circus.\n\n**Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\nPost: https://h3manth.com/scribe/ns2-ubuntu-910/\n\n### Reddit\nTitle: NS2 on Ubuntu 9.10\n\nTL;DR:\n- To install The Network Simulator - ns-2 we need to bit of circus.\n- **Install dependencies :** `$ sudo apt-get install libpcap-dev gcc-4.3 g++-4.3 tcl tk tk8.4-dev tcl8.4-dev xorg-dev sgb `\n\nBlog: https://h3manth.com/scribe/ns2-ubuntu-910/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2741, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.894}, "split_hint": "test"}
{"id": "social_ffi-python-vs-ruby", "slug": "ffi-python-vs-ruby", "task": "social", "category": "python", "title": "FFI Python vs Ruby", "prompt": "<|task:social|>\nTitle: FFI Python vs Ruby\nCategory: python\nPost:\nLately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\n> A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of services written in another. Despite the name, FFIs are not necessarily restricted to function calls; many FFIs permit method calls on objects\n<|hemanth|>\n", "input_text": "FFI Python vs Ruby\nLately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\n> A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of services written in another. Despite the name, FFIs are not necessarily restricted to function calls; many FFIs permit method calls on objects", "target_text": "### LinkedIn\nFFI Python vs Ruby\n\nLately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n• Problem: A comparison of Foreign Function Interface (FFI) usage in Python vs Ruby to call C libraries. Practical notes and code in JS.\n• Takeaway: **FFI - Foreign Function Interface:**\n\nFull breakdown: https://h3manth.com/scribe/ffi-python-vs-ruby/\n\n#Python #Ruby\n\n### Hacker News\nTitle: FFI Python vs Ruby\n\nLately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\nPost: https://h3manth.com/scribe/ffi-python-vs-ruby/\n\n### Reddit\nTitle: FFI Python vs Ruby\n\nTL;DR:\n- Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n- **FFI - Foreign Function Interface:**\n\nBlog: https://h3manth.com/scribe/ffi-python-vs-ruby/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3123, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8369}, "split_hint": "test"}
{"id": "rewrite_android-remote-control-setup", "slug": "android-remote-control-setup", "task": "rewrite", "category": "javascript", "title": "Android Remote Control Setup", "prompt": "<|task:rewrite|>\nTopic: Android Remote Control Setup\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Android Remote Control Setup. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Control your Android devices while running scripts on your computer!**  Wonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell.   Would it not be wonderful to run code on your box and the same being reflected on your android devices ? Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Android Remote Control Setup. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Control your Android devices while running scripts on your computer!**  Wonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell.   Would it not be wonderful to run code on your box and the same being reflected on your android devices ? Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "**Control your Android devices while running scripts on your computer!**\n\nWonder can be done with ASE and an android device along with scripting languages like Python, Perl, JRuby, Lua, BeanShell, JavaScript, Tcl, and shell. \n\nWould it not be wonderful to run code on your box and the same being reflected on your android devices ?", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3598, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.9059, "p_hemanth": 0.823}, "draft_metrics": {"directness": 0.4416, "hook_strength": 0.5125, "zero_fluff": 0.1007, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.2084}, "split_hint": "test"}
{"id": "blog_es6-nodejs", "slug": "es6-nodejs", "task": "blog", "category": "javascript", "title": "ES6 in node.js", "tags": ["nodejs", "javascript", "bash", "web"], "prompt": "<|task:blog|>\nTitle: ES6 in node.js\nCategory: javascript\nTags: nodejs, javascript, bash, web\nSummary: Well first for thanks to paulmillr for his wonderful contribution of es6-shim for node.js and browsers. As ECMAScript 6.\n<|hemanth|>\n", "input_text": "ES6 in node.js (javascript): Well first for thanks to paulmillr for his wonderful contribution of es6-shim for node.js and browsers. As ECMAScript 6.", "target_text": "Well first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n\nAs ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js and trust me it's awesome!\n\nWell as of today, FF13 is the first browser to introduce [Sets and Maps API](http://h3manth.com/content/sets-and-maps-javascript) but we can try out the features in node.js right away.\n\nIf you still don't have node.js do install it `$ bash < <(curl h3manth.com/njs)` then install es6-shim with npm just do `$ npm install es6-shim`\n\n**Rock and Roll baby!:**\n\n> require('es6-shim') {}\n> \n> 'hemanth.hm'.startsWith('h') true\n> \n> 'hemanth.hm'.endsWith('hm') true\n> \n> '_'.repeat(10) '_ *********'\n> \n> 'node rocks'.contains('node') true\n> \n> Array.from(\"hemanth is testing ES6\") [ 'h', 'e', 'm', 'a', 'n', 't', 'h', ' ', 'i', 's', ' ', 't', 'e', 's', 't', 'i', 'n', 'g', ' ', 'E', 'S', '6' ]\n> \n> Array.of(\"hemanth is testing ES6\") [ 'hemanth is testing ES6' ]\n> \n> 'node rocks'.toArray() [ 'n', 'o', 'd', 'e', ' ', 'r', 'o', 'c', 'k', 's' ]\n> \n> Number.isNaN('1337')", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.9424, "cadence": 1.0, "p_hemanth": 0.8998}, "split_hint": "test"}
{"id": "critic_neg_google-chrome-stable-gnulinux-now", "slug": "google-chrome-stable-gnulinux-now", "task": "critic", "category": "linux", "title": "Google Chrome Is Stable for GNU/Linux Now", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Google Chrome Is Stable for GNU/Linux Now. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: [![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")  _The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_  **Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!** Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Google Chrome Is Stable for GNU/Linux Now. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: [![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")  _The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_  **Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!** Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.15)\ndirectness=0.17 | hook=0.51 | zero_fluff=0.12 | code_first=0.35 | cadence=1.00\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1197, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1455}, "split_hint": "test"}
{"id": "rewrite_es6-nodejs", "slug": "es6-nodejs", "task": "rewrite", "category": "javascript", "title": "ES6 in node.js", "prompt": "<|task:rewrite|>\nTopic: ES6 in node.js\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding ES6 in node.js. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Well first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.  As ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js and trust me it's awesome!  Well as of today, FF13 is Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding ES6 in node.js. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Well first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.  As ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js and trust me it's awesome!  Well as of today, FF13 is Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Well first for thanks to [paulmillr](http://paulmillr.com/) for his wonderful contribution of `es6-shim` for node.js and browsers.\n\nAs ECMAScript 6 drafts gets better each day, /me had an itch to try it before the browser wars will implement them on after the other, this itch led me to try it with node.js and trust me it's awesome!\n\nWell as of today, FF13 is the first browser to introduce [Sets and Maps API](http://h3manth.com/content/sets-and-maps-javascript) but we can try out the features in node.js right away.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.1744, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.549, "cadence": 1.0, "p_hemanth": 0.8277}, "draft_metrics": {"directness": 0.3189, "hook_strength": 0.5125, "zero_fluff": 0.1365, "code_first": 0.5252, "cadence": 0.904, "p_hemanth": 0.2239}, "split_hint": "test"}
{"id": "rewrite_promisified-node-built-ins", "slug": "promisified-node-built-ins", "task": "rewrite", "category": "node", "title": "Promisified Node Builtins", "prompt": "<|task:rewrite|>\nTopic: Promisified Node Builtins\nDraft:\nIn today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding Promisified Node Builtins. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: At any point in time if you were to promisify a function you can use `util.promisify`, for example: Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving node landscape, developers and organizations frequently encounter multifaceted challenges regarding Promisified Node Builtins. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: At any point in time if you were to promisify a function you can use `util.promisify`, for example: Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "At any point in time if you were to promisify a function you can use `util.promisify`, for example:\n\n```javascript\nimport util from \"util\";\nimport fs from \"fs\";\n\nconst readFile = util.promisify(fs.readFile);\n```", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6216, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.86, "p_hemanth": 0.9576}, "draft_metrics": {"directness": 0.2289, "hook_strength": 0.6218, "zero_fluff": 0.05, "code_first": 0.6131, "cadence": 1.0, "p_hemanth": 0.2322}, "split_hint": "test"}
{"id": "critic_pos_using-statement-python", "slug": "using-statement-python", "task": "critic", "category": "python", "title": "Using the 'With' Statement in Python", "prompt": "<|task:critic|>\nText:\n**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\n> PEP 304 was originally written in first person by Guido, and\n>     \n>     \n>     subsequently updated by Nick Coghlan to reflect later discussion\n>     on python-dev. Any first person references are from Guido's\n>     original.\n>\n<|hemanth|>\n", "input_text": "**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\n> PEP 304 was originally written in first person by Guido, and\n>     \n>     \n>     subsequently updated by Nick Coghlan to reflect later discussion\n>     on python-dev. Any first person references are from Guido's\n>     original.\n>", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.83)\ndirectness=0.37 | hook=0.94 | zero_fluff=1.00 | code_first=0.35 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3707, "hook_strength": 0.9409, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8312}, "split_hint": "test"}
{"id": "blog_using-statement-python", "slug": "using-statement-python", "task": "blog", "category": "python", "title": "Using the 'With' Statement in Python", "tags": ["python"], "prompt": "<|task:blog|>\nTitle: Using the 'With' Statement in Python\nCategory: python\nTags: python\nSummary: The ’with’ Statement PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old.\n<|hemanth|>\n", "input_text": "Using the 'With' Statement in Python (python): The ’with’ Statement PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old.", "target_text": "**The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!\n\nSo thought of making a small entry here, about using the with statement in python.\n\n> PEP 304 was originally written in first person by Guido, and\n>     \n>     \n>     subsequently updated by Nick Coghlan to reflect later discussion\n>     on python-dev. Any first person references are from Guido's\n>     original.\n>     \n\nTraditional error handling would be to try something, except exception and finally do something else.\n    \n    \n        try:\n            <variable> = <value>\n            <body>\n        except Exception:\n            <process exception>\n        finally:\n            <cleanup>\n    \n\nBut above can be reduced with the 'with' statement as below :\n\nwith_stmt ::= \"with\" with_item (\",\" with_item)* \":\" suite with_item ::= expression [\"as\" target] \n\n**Consider the below example, for some clarity :**\n\n## Opening a file in the required mode\n\n\"\"\" for file in openFile('/var/log/h3manth.log',\"r\"):\n    \n    \n    data = file.read()\n    print data\n    \n\n\"\"\"\n\ndef openFile(filename,mode):\n    \n    \n    f = open(file", "is_hemanth_target": 1, "style_metrics": {"directness": 0.3707, "hook_strength": 0.9409, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8312}, "split_hint": "test"}
{"id": "rewrite_reactive-context-in-svelte", "slug": "reactive-context-in-svelte", "task": "rewrite", "category": "web", "title": "Reactive Context in Svelte", "prompt": "<|task:rewrite|>\nTopic: Reactive Context in Svelte\nDraft:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Reactive Context in Svelte. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!  ## Basic Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Reactive Context in Svelte. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!  ## Basic Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!\n\n## Basic Example\n\n```javascript\n// Parent has something like:\n<script>\n  import { setContext } from 'svelte'\n  const state = {}\n  setContext('state', state)\n</script>\n```", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5398, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.8582, "cadence": 1.0, "p_hemanth": 0.9479}, "draft_metrics": {"directness": 0.2944, "hook_strength": 0.5125, "zero_fluff": 0.0753, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1685}, "split_hint": "test"}
{"id": "critic_neg_using-statement-python", "slug": "using-statement-python", "task": "critic", "category": "python", "title": "Using the 'With' Statement in Python", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Using the 'With' Statement in Python. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!  So thought of making a small entry here, about using the with statement in python.  > PEP 304 was originally written in first person by Guido, and >      >      >     subsequently updat Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Using the 'With' Statement in Python. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **The \"with\" Statement** PEP was created way back in 2005, PEP 343 to be precise, but /me notice many still coding with old syntax with is not bad, but does not look clean?!  So thought of making a small entry here, about using the with statement in python.  > PEP 304 was originally written in first person by Guido, and >      >      >     subsequently updat Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.19)\ndirectness=0.37 | hook=0.51 | zero_fluff=0.12 | code_first=0.35 | cadence=0.90\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.368, "hook_strength": 0.5125, "zero_fluff": 0.1221, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.1901}, "split_hint": "test"}
{"id": "blog_http-imports-node", "slug": "http-imports-node", "task": "blog", "category": "node", "title": "HTTP Imports on Node", "tags": ["node", "javascript", "esm", "http"], "prompt": "<|task:blog|>\nTitle: HTTP Imports on Node\nCategory: node\nTags: node, javascript, esm, http\nSummary: Node.js gets ESM import support over HTTPS remotely and HTTP locally. Practical notes and code examples on HTTP Imports on.\n<|hemanth|>\n", "input_text": "HTTP Imports on Node (node): Node.js gets ESM import support over HTTPS remotely and HTTP locally. Practical notes and code examples on HTTP Imports on.", "target_text": "Node `v18` shall have ESM import support over HTTPS remotely and HTTP locally and is currently under a flag.\n\nThis is experimental and things can change drastically, some of the features might be removed as well, so take it with a pinch of salt.\n\n## Example\n\n```javascript\nimport helloWorld from \"https://h3manth.com/hello-world.mjs\";\nconsole.log(helloWorld()); // Log Hello World\n```\n\n```javascript\nimport helloWorld from \"http://localhost:1337/hello-world.mjs\";\nconsole.log(helloWorld()); // Log Hello World\n```\n\nAs you might have noticed, this is still under an experimental flag: `--experimental-network-imports`\n\n> For now, the `--experimental-network-imports` flag is required to enable loading resources over `http:` or `https:`. In the future, a different mechanism will be used to enforce this. Opt-in is required to prevent transitive dependencies inadvertently using potentially mutable state that could affect reliability of Node.js applications.\n\nThe contents of `https://h3manth.com/hello-world.mjs`:\n\n```javascript\nexport default function helloWorld () {\n  console.log('Hello, World!')\n}\n```\n\n## MIME Type Important\n\nThe most important thing to notice here is the MIME type of the URL.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5016, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.8753, "p_hemanth": 0.9461}, "split_hint": "test"}
{"id": "critic_neg_temp-dir-ruby", "slug": "temp-dir-ruby", "task": "critic", "category": "web", "title": "Temp Dir With Ruby", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Temp Dir With Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.  **Mainly liked :**    * yield for the win! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Temp Dir With Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.  **Mainly liked :**    * yield for the win! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.28)\ndirectness=0.67 | hook=0.51 | zero_fluff=0.05 | code_first=0.35 | cadence=0.90\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.6707, "hook_strength": 0.5125, "zero_fluff": 0.05, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.2814}, "split_hint": "test"}
{"id": "social_negative-array-index-in-javascript", "slug": "negative-array-index-in-javascript", "task": "social", "category": "javascript", "title": "Negative Array Index in JavaScript", "prompt": "<|task:social|>\nTitle: Negative Array Index in JavaScript\nCategory: javascript\nPost:\nIf you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n\n## JavaScript's Native Support\n\n```javascript\nnegArray = [];\nnegArray[-100] = -100;\nnegArray.length; // 0\nnegArray[-100];  // -100\n<|hemanth|>\n", "input_text": "Negative Array Index in JavaScript\nIf you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n\n## JavaScript's Native Support\n\n```javascript\nnegArray = [];\nnegArray[-100] = -100;\nnegArray.length; // 0\nnegArray[-100];  // -100", "target_text": "### LinkedIn\nNegative Array Index in JavaScript\n\nIf you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n\n• Problem: Implementing Python-style negative array indexing using ES6 Proxies. Practical notes and code examples on Negative Array.\n• Takeaway: ## JavaScript's Native Support\n\nFull breakdown: https://h3manth.com/scribe/negative-array-index-in-javascript/\n\n#Javascript #Es6 #Proxies\n\n### Hacker News\nTitle: Negative Array Index in JavaScript\n\nIf you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n\n## JavaScript's Native Support\n\nPost: https://h3manth.com/scribe/negative-array-index-in-javascript/\n\n### Reddit\nTitle: Negative Array Index in JavaScript\n\nTL;DR:\n- If you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n- ## JavaScript's Native Support\n\nBlog: https://h3manth.com/scribe/negative-array-index-in-javascript/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4814, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9311}, "split_hint": "test"}
{"id": "critic_neg_javascript-one-liner-extracting-unique-words-from-webpages", "slug": "javascript-one-liner-extracting-unique-words-from-webpages", "task": "critic", "category": "javascript", "title": "JavaScript one liner extracting unique words from webpages", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding JavaScript one liner extracting unique words from webpages. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.  **So what's the deal?**  Extracting all the words in a given webpage, which later can be used to parse or search! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding JavaScript one liner extracting unique words from webpages. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.  **So what's the deal?**  Extracting all the words in a given webpage, which later can be used to parse or search! Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.20)\ndirectness=0.40 | hook=0.51 | zero_fluff=0.11 | code_first=0.35 | cadence=0.90\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.4007, "hook_strength": 0.5125, "zero_fluff": 0.1125, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.198}, "split_hint": "test"}
{"id": "critic_pos_temp-dir-ruby", "slug": "temp-dir-ruby", "task": "critic", "category": "web", "title": "Temp Dir With Ruby", "prompt": "<|task:critic|>\nText:\nPlayed around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\n  * yield for the win!\n<|hemanth|>\n", "input_text": "Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\n  * yield for the win!", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.80)\ndirectness=0.76 | hook=0.77 | zero_fluff=0.68 | code_first=0.35 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7627, "hook_strength": 0.77, "zero_fluff": 0.6785, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8025}, "split_hint": "test"}
{"id": "blog_mutt-gmail-labels-and-contact-suggestions-imap", "slug": "mutt-gmail-labels-and-contact-suggestions-imap", "task": "blog", "category": "linux", "title": "Mutt Gmail Labels and Contact Suggestions via IMAP", "tags": ["ubuntu", "git", "linux"], "prompt": "<|task:blog|>\nTitle: Mutt Gmail Labels and Contact Suggestions via IMAP\nCategory: linux\nTags: ubuntu, git, linux\nSummary: No matter how many E-Mail client are released, the power of Mutt remains unbeaten IMAP or POP3 ?! This has become much a.\n<|hemanth|>\n", "input_text": "Mutt Gmail Labels and Contact Suggestions via IMAP (linux): No matter how many E-Mail client are released, the power of Mutt remains unbeaten IMAP or POP3 ?! This has become much a.", "target_text": "**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nThis has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the battle more violent. But with the fundamental principle and enormous response from the majority of Mutt users IMAP and Mutt goes very well together\n\n_sudo apt-get install mutt_ to get mutt or can get the source and compile if not on Debian based OS.IMAP must be enabled in Gmail (settings -> Forwarding and POP/IMAP -> IMAP Access).\n\n_The below is configuration template i made that helps to achieve Mutt+IMAP+SSL+GNU GPG+Labels and also contact suggestions using GoogleCL:_ _Place the file in ~/.muttrc or ~/.mutt/muttrc_\n\n**Do fork the git and improve it :** **$ git clone git://gist.github.com/456921.git**", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "split_hint": "test"}
{"id": "social_javascript-one-liner-extracting-unique-words-from-webpages", "slug": "javascript-one-liner-extracting-unique-words-from-webpages", "task": "social", "category": "javascript", "title": "JavaScript one liner extracting unique words from webpages", "prompt": "<|task:social|>\nTitle: JavaScript one liner extracting unique words from webpages\nCategory: javascript\nPost:\nUnlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nExtracting all the words in a given webpage, which later can be used to parse or search!\n<|hemanth|>\n", "input_text": "JavaScript one liner extracting unique words from webpages\nUnlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nExtracting all the words in a given webpage, which later can be used to parse or search!", "target_text": "### LinkedIn\nJavaScript one liner extracting unique words from webpages\n\nUnlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n• Problem: A very strong raw JavaScript one liner for extracting all the words in a given webpage. Practical notes and code examples.\n• Takeaway: **So what's the deal?**\n\nFull breakdown: https://h3manth.com/scribe/javascript-one-liner-extracting-unique-words-from-webpages/\n\n#Javascript\n\n### Hacker News\nTitle: JavaScript one liner extracting unique words from webpages\n\nUnlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n\n**So what's the deal?**\n\nPost: https://h3manth.com/scribe/javascript-one-liner-extracting-unique-words-from-webpages/\n\n### Reddit\nTitle: JavaScript one liner extracting unique words from webpages\n\nTL;DR:\n- Unlike [JSON parsing with ruby one-liner](http://h3manth.com/content/json-parsing-ruby-one-liner) this is indeed a very strong raw JavaScript one liner that I managed to frame last weekend.\n- **So what's the deal?**\n\nBlog: https://h3manth.com/scribe/javascript-one-liner-extracting-unique-words-from-webpages/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "rewrite_negative-array-index-in-javascript", "slug": "negative-array-index-in-javascript", "task": "rewrite", "category": "javascript", "title": "Negative Array Index in JavaScript", "prompt": "<|task:rewrite|>\nTopic: Negative Array Index in JavaScript\nDraft:\nIn today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Negative Array Index in JavaScript. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: If you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.  ## JavaScript's Native Support  ```javascript negArray = []; negArray[-100] = -100; negArray.length; // 0 negArray[-100];  // -100 Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving javascript landscape, developers and organizations frequently encounter multifaceted challenges regarding Negative Array Index in JavaScript. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: If you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.  ## JavaScript's Native Support  ```javascript negArray = []; negArray[-100] = -100; negArray.length; // 0 negArray[-100];  // -100 Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "If you're from Python or Ruby, you're familiar with negative array indexing where `a[-1]` returns the last element.\n\n## JavaScript's Native Support\n\n```javascript\nnegArray = [];\nnegArray[-100] = -100;\nnegArray.length; // 0\nnegArray[-100];  // -100", "is_hemanth_target": 1, "style_metrics": {"directness": 0.6544, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.5884, "cadence": 0.6235, "p_hemanth": 0.8994}, "draft_metrics": {"directness": 0.3598, "hook_strength": 0.5125, "zero_fluff": 0.0622, "code_first": 0.5135, "cadence": 0.8884, "p_hemanth": 0.2019}, "split_hint": "test"}
{"id": "social_dom-mutation-observers", "slug": "dom-mutation-observers", "task": "social", "category": "web", "title": "DOM Mutation Observers", "prompt": "<|task:social|>\nTitle: DOM Mutation Observers\nCategory: web\nPost:\n`MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n\n## API\n\n```javascript\nvar observer = new MutationObserver(callback);\nobserver.observe(target, options);  // Observe the desired node\nobserver.disconnect();              // Stop observing\nobserver.takeRecords();             // Empty and return the record queue\n<|hemanth|>\n", "input_text": "DOM Mutation Observers\n`MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n\n## API\n\n```javascript\nvar observer = new MutationObserver(callback);\nobserver.observe(target, options);  // Observe the desired node\nobserver.disconnect();              // Stop observing\nobserver.takeRecords();             // Empty and return the record queue", "target_text": "### LinkedIn\nDOM Mutation Observers\n\n`MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n\n• Problem: Using MutationObserver API to watch for DOM tree changes. Practical notes and code examples on DOM Mutation Observers by.\n• Takeaway: ## API\n\nFull breakdown: https://h3manth.com/scribe/dom-mutation-observers/\n\n#Javascript #Dom #Web-api\n\n### Hacker News\nTitle: DOM Mutation Observers\n\n`MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n\n## API\n\nPost: https://h3manth.com/scribe/dom-mutation-observers/\n\n### Reddit\nTitle: DOM Mutation Observers\n\nTL;DR:\n- `MutationObserver` can be used to observe mutations to the tree of nodes. It's designed as a replacement for Mutation Events defined in the DOM3 Events specification.\n- ## API\n\nBlog: https://h3manth.com/scribe/dom-mutation-observers/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.756, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.923, "p_hemanth": 0.9577}, "split_hint": "test"}
{"id": "social_gemma4-multi-turn-visual-agent", "slug": "gemma4-multi-turn-visual-agent", "task": "social", "category": "ai", "title": "Building a Visual Product Agent with Gemma 4", "prompt": "<|task:social|>\nTitle: Building a Visual Product Agent with Gemma 4\nCategory: ai\nPost:\nI've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once. Turns out, pretty far.\n\nThe idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product names. No separate classification step. Just: here's a photo, tell me everything.\n\nHere's the agent in acti\n<|hemanth|>\n", "input_text": "Building a Visual Product Agent with Gemma 4\nI've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once. Turns out, pretty far.\n\nThe idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product names. No separate classification step. Just: here's a photo, tell me everything.\n\nHere's the agent in acti", "target_text": "### LinkedIn\nBuilding a Visual Product Agent with Gemma 4\n\nI've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once....\n\n• Problem: A multi-turn visual agent that looks at product images, calls tools, reasons through decisions, and writes full analysis.\n• Takeaway: The idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product...\n\nFull breakdown: https://h3manth.com/scribe/gemma4-multi-turn-visual-agent/\n\n#Ai #Gemma #Agents #Vision\n\n### Hacker News\nTitle: Building a Visual Product Agent with Gemma 4\n\nI've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once....\n\nThe idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product...\n\nPost: https://h3manth.com/scribe/gemma4-multi-turn-visual-agent/\n\n### Reddit\nTitle: Building a Visual Product Agent with Gemma 4\n\nTL;DR:\n- I've been poking at Gemma 4's multi-modal capabilities and wanted to see how far I could push a single model into doing real agentic work — vision, tool use, multi-turn reasoning, all at once....\n- The idea is simple: show the model a product image, let it figure out what it's looking at, then have it call tools to gather pricing, reviews, and specs. No hardcoded product...\n\nBlog: https://h3manth.com/scribe/gemma4-multi-turn-visual-agent/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4184, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8673}, "split_hint": "test"}
{"id": "blog_made-it-guinness-book", "slug": "made-it-guinness-book", "task": "blog", "category": "web", "title": "Made It Into the Guinness Book!", "tags": ["web"], "prompt": "<|task:blog|>\nTitle: Made It Into the Guinness Book!\nCategory: web\nTags: web\nSummary: Couple of weeks back when I was cleaning my mailbox I noticed a mail which read Hey redditgiftor, YOU are a Guinness World.\n<|hemanth|>\n", "input_text": "Made It Into the Guinness Book! (web): Couple of weeks back when I was cleaning my mailbox I noticed a mail which read Hey redditgiftor, YOU are a Guinness World.", "target_text": "Couple of weeks back when I was cleaning my mailbox I noticed a mail which read **Hey redditgiftor, YOU are a Guinness World Record holder!** Ok just another spam I felt, but the mail ID seemed genuine to so just read it and noticed that it had a link to the original guinness site with a username and key!\n\nHad a quick check on redditgits and turned out to be true, it was a Guiness record indeed! I was a part of 30k people heh heh sounds like a big number but is small when compared to 7 billion human beings ;)\n\nHad to pay some $$ to get the certificate shipped to my place, it arrived yesterday, have a look at it below :\n\n![Guinness](http://h3manth.com/i/1b10b6493b.png)\n\nP.S : Does it require a frame? LOL not really!\n\nWell all said and done, it might not be a personal achievement, but can be a bragging right? :D\n\nFinally all I can say is : \"Made it into The Guinness Book! Thank you redditgifts :)\"", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4346, "hook_strength": 0.6336, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7711}, "split_hint": "test"}
{"id": "social_auto-notify-git-pull", "slug": "auto-notify-git-pull", "task": "social", "category": "opensource", "title": "Auto Notify Git Pull", "prompt": "<|task:social|>\nTitle: Auto Notify Git Pull\nCategory: opensource\nPost:\nA script that upon entering a directory asynchronously checks git remotes for updates.\n\n```bash\nfunction cd() {\n  async() {\n    { $2 $($1) }&\n  }\n  \n  notify_callback() {\n    [[ $1 > 0 ]] && echo \"You have new stuff to pull!\"\n  }\n  \n  # If it's a git repo, check if we need to pull.\n  if git rev-parse --is-inside-work-tree &>/dev/null; then\n    async \"git rev-list HEAD...origin/master --count\" notify_callback\n  fi\n  \n  builtin cd \"$@\"\n}\n```\n\nPlace this in your `.bashrc` to override the `cd` comma\n<|hemanth|>\n", "input_text": "Auto Notify Git Pull\nA script that upon entering a directory asynchronously checks git remotes for updates.\n\n```bash\nfunction cd() {\n  async() {\n    { $2 $($1) }&\n  }\n  \n  notify_callback() {\n    [[ $1 > 0 ]] && echo \"You have new stuff to pull!\"\n  }\n  \n  # If it's a git repo, check if we need to pull.\n  if git rev-parse --is-inside-work-tree &>/dev/null; then\n    async \"git rev-list HEAD...origin/master --count\" notify_callback\n  fi\n  \n  builtin cd \"$@\"\n}\n```\n\nPlace this in your `.bashrc` to override the `cd` comma", "target_text": "### LinkedIn\nAuto Notify Git Pull\n\nA script that upon entering a directory asynchronously checks git remotes for updates.\n\n• Problem: Bash function to notify when entering a git directory with upstream changes. Practical notes and code examples on Auto in JS.\n• Takeaway: Place this in your `.bashrc` to override the `cd` command.\n\nFull breakdown: https://h3manth.com/scribe/auto-notify-git-pull/\n\n#Git #Bash #Cli\n\n### Hacker News\nTitle: Auto Notify Git Pull\n\nA script that upon entering a directory asynchronously checks git remotes for updates.\n\nPlace this in your `.bashrc` to override the `cd` command.\n\nPost: https://h3manth.com/scribe/auto-notify-git-pull/\n\n### Reddit\nTitle: Auto Notify Git Pull\n\nTL;DR:\n- A script that upon entering a directory asynchronously checks git remotes for updates.\n- Place this in your `.bashrc` to override the `cd` command.\n\nBlog: https://h3manth.com/scribe/auto-notify-git-pull/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7851, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9478, "p_hemanth": 0.9617}, "split_hint": "test"}
{"id": "social_stringeach-missing-ruby19", "slug": "stringeach-missing-ruby19", "task": "social", "category": "linux", "title": "String#each Missing in ruby1.9", "prompt": "<|task:social|>\nTitle: String#each Missing in ruby1.9\nCategory: linux\nPost:\nOne might have noticed that String#each is no more present in ruby1.9\n\n1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String \n\nLately, was working on huge code base where, code had String#each assuming it will always get an array as ruby1.8 has String#each and also Array#each, but it does not get Strings at times so had to fix them.\n<|hemanth|>\n", "input_text": "String#each Missing in ruby1.9\nOne might have noticed that String#each is no more present in ruby1.9\n\n1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String \n\nLately, was working on huge code base where, code had String#each assuming it will always get an array as ruby1.8 has String#each and also Array#each, but it does not get Strings at times so had to fix them.", "target_text": "### LinkedIn\nString#each Missing in ruby1.9\n\nOne might have noticed that String#each is no more present in ruby1.9\n\n• Problem: One might have noticed that String#each is no more present in ruby1.9 1.9.1 :002 ’hemanth’.each NoMethodError: undefined.\n• Takeaway: 1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String\n\nFull breakdown: https://h3manth.com/scribe/stringeach-missing-ruby19/\n\n#Bash\n\n### Hacker News\nTitle: String#each Missing in ruby1.9\n\nOne might have noticed that String#each is no more present in ruby1.9\n\n1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String\n\nPost: https://h3manth.com/scribe/stringeach-missing-ruby19/\n\n### Reddit\nTitle: String#each Missing in ruby1.9\n\nTL;DR:\n- One might have noticed that String#each is no more present in ruby1.9\n- 1.9.1 :002 > \"hemanth\".each NoMethodError: undefined method `each' for \"hemanth\":String\n\nBlog: https://h3manth.com/scribe/stringeach-missing-ruby19/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "critic_neg_customizing-bespin", "slug": "customizing-bespin", "task": "critic", "category": "python", "title": "Customizing Bespin", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Customizing Bespin. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_  **Peek into dryice.py :** ``  ## !/usr/bin/env python Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding Customizing Bespin. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **Customizing Bespin with syntax and code highlighting** [ Read the intro to bespin before you continue ](http://h3manth.com/content/bespin-next-generation-web-code-editor) **Prereq:** _Python 2.5 with simplejson or Python 2.6_  **Peek into dryice.py :** ``  ## !/usr/bin/env python Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.13)\ndirectness=0.17 | hook=0.51 | zero_fluff=0.07 | code_first=0.35 | cadence=1.00\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.0709, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1312}, "split_hint": "test"}
{"id": "critic_neg_mutt-gmail-labels-and-contact-suggestions-imap", "slug": "mutt-gmail-labels-and-contact-suggestions-imap", "task": "critic", "category": "linux", "title": "Mutt Gmail Labels and Contact Suggestions via IMAP", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Mutt Gmail Labels and Contact Suggestions via IMAP. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **No matter how many E-Mail client are released, the power of Mutt remains unbeaten**  **IMAP or POP3 ?!**  This has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the ba Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Mutt Gmail Labels and Contact Suggestions via IMAP. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **No matter how many E-Mail client are released, the power of Mutt remains unbeaten**  **IMAP or POP3 ?!**  This has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the ba Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.15)\ndirectness=0.17 | hook=0.51 | zero_fluff=0.14 | code_first=0.35 | cadence=1.00\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1413, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1523}, "split_hint": "test"}
{"id": "social_removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu", "slug": "removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu", "task": "social", "category": "cli", "title": "Removing USB viruses with Ubuntu", "prompt": "<|task:social|>\nTitle: Removing USB viruses with Ubuntu\nCategory: cli\nPost:\nMost of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n\n**Steps to success:**\n\n```bash\ncd /media/<your-usb-drive>\nsudo chmod 777 *.*\n```\n<|hemanth|>\n", "input_text": "Removing USB viruses with Ubuntu\nMost of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n\n**Steps to success:**\n\n```bash\ncd /media/<your-usb-drive>\nsudo chmod 777 *.*\n```", "target_text": "### LinkedIn\nRemoving USB viruses with Ubuntu\n\nMost of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n\n• Problem: Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu. Practical notes.\n• Takeaway: **Steps to success:**\n\nFull breakdown: https://h3manth.com/scribe/removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu/\n\n#Linux\n\n### Hacker News\nTitle: Removing USB viruses with Ubuntu\n\nMost of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n\n**Steps to success:**\n\nPost: https://h3manth.com/scribe/removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu/\n\n### Reddit\nTitle: Removing USB viruses with Ubuntu\n\nTL;DR:\n- Most of the viruses which are widespread due to OS like Windows can be easily smashed in OS like Ubuntu ;)\n- **Steps to success:**\n\nBlog: https://h3manth.com/scribe/removing-usb-viruses-most-of-the-viruses-which-are-wide-speared-due-to-os-like-windows-can-me-easily-smashed-in-os-like-ubuntu/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "social_setting-secure-subversion-server-apache-ubuntu", "slug": "setting-secure-subversion-server-apache-ubuntu", "task": "social", "category": "linux", "title": "Setting Up a Secure Subversion Server With Apache in Ubuntu", "prompt": "<|task:social|>\nTitle: Setting Up a Secure Subversion Server With Apache in Ubuntu\nCategory: linux\nPost:\n**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a mostly-compatible successor to the widely used Concurrent Versions System (CVS).\" -Wikipedia_\n\n**Steps are pretty easy now:** ` _**Step 1:**_ **\n<|hemanth|>\n", "input_text": "Setting Up a Secure Subversion Server With Apache in Ubuntu\n**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a mostly-compatible successor to the widely used Concurrent Versions System (CVS).\" -Wikipedia_\n\n**Steps are pretty easy now:** ` _**Step 1:**_ **", "target_text": "### LinkedIn\nSetting Up a Secure Subversion Server With Apache in Ubuntu\n\n**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n• Problem: If you have not read theApache HTTPS, read it before you go through this post. ’Subversion (SVN) is a version control system.\n• Takeaway: _\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web...\n\nFull breakdown: https://h3manth.com/scribe/setting-secure-subversion-server-apache-ubuntu/\n\n#Ubuntu #Git #Web\n\n### Hacker News\nTitle: Setting Up a Secure Subversion Server With Apache in Ubuntu\n\n**If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n\n_\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web...\n\nPost: https://h3manth.com/scribe/setting-secure-subversion-server-apache-ubuntu/\n\n### Reddit\nTitle: Setting Up a Secure Subversion Server With Apache in Ubuntu\n\nTL;DR:\n- **If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**\n- _\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web...\n\nBlog: https://h3manth.com/scribe/setting-secure-subversion-server-apache-ubuntu/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.356, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8501}, "split_hint": "test"}
{"id": "critic_pos_camera-and-microphone-access-with-html5", "slug": "camera-and-microphone-access-with-html5", "task": "critic", "category": "javascript", "title": "Camera and Microphone Access with HTML5", "prompt": "<|task:critic|>\nText:\nYes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nAFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease.\n<|hemanth|>\n", "input_text": "Yes, Plugin-free access to camera/microphone with HTML5!\n\nWelcome to the post-flash revolution aka smartphone development. Flash isn't even available on Android 4.1.\n\nAFAIK Ericsson labs were first to experiment on handling devices with HTML5, now with the `navigator.getUserMedia` we can handle both camera and microphone devices with ease.", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.97)\ndirectness=0.71 | hook=1.00 | zero_fluff=1.00 | code_first=1.00 | cadence=0.93\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7075, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.9335, "p_hemanth": 0.9683}, "split_hint": "test"}
{"id": "blog_2025-ai-predictions-review", "slug": "2025-ai-predictions-review", "task": "blog", "category": "ai", "title": "My 2025 AI Predictions: How Did They Hold Up?", "tags": ["ai", "predictions", "2025", "technology", "review"], "prompt": "<|task:blog|>\nTitle: My 2025 AI Predictions: How Did They Hold Up?\nCategory: ai\nTags: ai, predictions, 2025, technology, review\nSummary: A year-end review of my optimistic AI predictions for 2025 - spoiler: 6.5 out of 7 came true. Practical notes and code in JS.\n<|hemanth|>\n", "input_text": "My 2025 AI Predictions: How Did They Hold Up? (ai): A year-end review of my optimistic AI predictions for 2025 - spoiler: 6.5 out of 7 came true. Practical notes and code in JS.", "target_text": "At the start of 2025, I made some optimistic predictions about where AI would go this year. Now that we're wrapping up December, let's see how they held up.\n\n## My Original Predictions\n\nHere's what I [posted on LinkedIn](https://www.linkedin.com/posts/hemanthhm_ai-activity-7277001125994680322-T_Nr/) in January 2025:\n\n> My optimistic predictions for #AI in 2025:\n>\n> - 💻 More local models: models integrated into browsers and operating systems\n> - 💡 Increase in adoption of domain specific Small Language Models (SLM)\n> - 📊 More affordable fine-tuning and training\n> - ⌨️ Companies will hire specific AI agents\n> - 🎬 80% of a movie shall be baked with AI\n> - 🏥 AI-assisted medical diagnosis and surgical interventions save lives\n> - 🚫 Lawsuits against AI and newer government policies\n\n**Verdict: 6.5/7 correct.** Not bad for optimism.\n\n## The Scorecard\n\n| Prediction | Status | Reality Check |\n|------------|--------|---------------|\n| 💻 More local models in browsers/OS | ✅ | Chrome, Edge, Safari, Brave, Opera, Arc all ship AI |\n| 💡 Domain-specific SLMs take off | ✅ | SLMs outperform LLMs in niche tasks |\n| 📊 Affordable fine-tuning | ✅ | Fine-tuning now $5k-$50k range |\n| ⌨️ Companies hire AI", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.7582, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7241}, "split_hint": "test"}
{"id": "blog_promisified-node-built-ins", "slug": "promisified-node-built-ins", "task": "blog", "category": "node", "title": "Promisified Node Builtins", "tags": ["node", "javascript", "promises"], "prompt": "<|task:blog|>\nTitle: Promisified Node Builtins\nCategory: node\nTags: node, javascript, promises\nSummary: Node.js has several built-in modules that are already promisified for you. Practical notes and code examples on Promisified.\n<|hemanth|>\n", "input_text": "Promisified Node Builtins (node): Node.js has several built-in modules that are already promisified for you. Practical notes and code examples on Promisified.", "target_text": "At any point in time if you were to promisify a function you can use `util.promisify`, for example:\n\n```javascript\nimport util from \"util\";\nimport fs from \"fs\";\n\nconst readFile = util.promisify(fs.readFile);\n```\n\n```javascript\nreadFile(\"/tmp/foo.txt\", \"utf-8\")\n  .then((buffer) => {\n    // we have the content\n  })\n  .catch((error) => {\n    // Handle the error\n  });\n```\n\n```javascript\n// Maybe\n(async () => {\n  const content = await readFile(\"/tmp/foo.txt\", \"utf-8\").catch((err) => {});\n})();\n```\n\nBut interestingly there are few builtins that are already promisified for us:\n\n```javascript\nrequire(\"module\")\n  .builtinModules\n  .filter((module) => /promises/.test(module));\n// -> [ 'dns/promises', 'fs/promises', 'stream/promises', 'timers/promises' ]\n```\n\n## Built-in Promisified Modules (Node v16+)\n\n- `dns/promises` → [lib/internal/dns/promises.js](https://github.com/nodejs/node/blob/master/lib/internal/dns/promises.js)\n- `fs/promises` → [lib/internal/fs/promises.js](https://github.com/nodejs/node/blob/master/lib/internal/fs/promises.js)\n- `stream/promises` → [lib/stream/promises.js](https://github.com/nodejs/node/blob/master/lib/stream/promises.js)\n- `timers/promises` → [lib/timers/promi", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 0.86, "p_hemanth": 0.8897}, "split_hint": "test"}
{"id": "critic_pos_mutt-gmail-labels-and-contact-suggestions-imap", "slug": "mutt-gmail-labels-and-contact-suggestions-imap", "task": "critic", "category": "linux", "title": "Mutt Gmail Labels and Contact Suggestions via IMAP", "prompt": "<|task:critic|>\nText:\n**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nThis has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the battle more violent. But with the fundamental principle and enormous response from the majority of Mutt users IMAP and Mutt goes very well tog\n<|hemanth|>\n", "input_text": "**No matter how many E-Mail client are released, the power of Mutt remains unbeaten**\n\n**IMAP or POP3 ?!**\n\nThis has become much a religious war like the Emacs vs VI. With most of the ISP's facilitating the users with both the protocols and POP3 with few additions like _\"Leave messages on server\" and \"until I delete them.\" or \"archive them\"_ is making the battle more violent. But with the fundamental principle and enormous response from the majority of Mutt users IMAP and Mutt goes very well tog", "target_text": "verdict: authentic_hemanth_voice (p_hemanth=0.78)\ndirectness=0.17 | hook=1.00 | zero_fluff=1.00 | code_first=0.35 | cadence=1.00\nnotes: Punchy practitioner hook, zero corporate filler, concrete examples.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "split_hint": "test"}
{"id": "blog_webpack-module-federation", "slug": "webpack-module-federation", "task": "blog", "category": "web", "title": "Webpack Module Federation", "tags": ["webpack", "javascript", "module-federation", "microfrontends"], "prompt": "<|task:blog|>\nTitle: Webpack Module Federation\nCategory: web\nTags: webpack, javascript, module-federation, microfrontends\nSummary: Webpack’s Module Federation is a new feature that was introduced in Webpack5 with the intent of having multiple independent.\n<|hemanth|>\n", "input_text": "Webpack Module Federation (web): Webpack’s Module Federation is a new feature that was introduced in Webpack5 with the intent of having multiple independent.", "target_text": "Webpack's [Module Federation](https://webpack.js.org/concepts/module-federation/) is a new feature that was introduced in Webpack5 with the intent of having multiple independent separate builds should form a single application, such that they can be shared and deployed exclusively.\n\nLet us walk through a simple example. Assume there are two apps:\n- **comic-app**: Standalone react app which fetches random comics from XKCD [remote-app].\n- **home-app**: Standalone react app that uses comic-app's exposed component [host-app].\n\n## How do we configure webpack to enable federation?\n\nThe `comic-app` is basically `exposing` one of its components that basically fetches the random XKCD comic. Let us say the component name is `FetchComic.jsx`. The `webpack` config for federation in the comic app would look like:\n\n```javascript\nplugins: [\n  new ModuleFederationPlugin({\n    name: \"comic\",\n    filename: \"remoteEntry.js\",\n    exposes: {\n      \"./FetchComic\": \"./FetchComic.jsx\",\n    },\n    // always use the higher version found\n    shared: [\n      {\n        react: {\n          singleton: true, // only a single version of the shared module is allowed\n          eager: true,\n        },\n        \"react-d", "is_hemanth_target": 1, "style_metrics": {"directness": 0.5685, "hook_strength": 0.6873, "zero_fluff": 1.0, "code_first": 1.0, "cadence": 1.0, "p_hemanth": 0.9347}, "split_hint": "test"}
{"id": "blog_know-your-weather-terminal", "slug": "know-your-weather-terminal", "task": "blog", "category": "linux", "title": "Know Your Weather From Terminal", "tags": ["bash", "web"], "prompt": "<|task:blog|>\nTitle: Know Your Weather From Terminal\nCategory: linux\nTags: bash, web\nSummary: Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current.\n<|hemanth|>\n", "input_text": "Know Your Weather From Terminal (linux): Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current.", "target_text": "Here is a small trick i tired to find the weather from the terminal. The simple code below , gives you the update of current weather in Bangalore. You may change it to your place by changing the feed as per requirement.\n\nFollow these steps :\n\n``\n\n$ sudo vi ~/.bashrc\n\nAdd this at the last :\n\nalias tmp=\"curl -s --connect-timeout 30 \"http://newsrss.bbc.co.uk/weather/forecast/1193/ObservationsRSS.xml\" | grep \"Temperature\" | sed -e 's/°/ deg /g' | sed -e 's/%/%/g'| sed 's/<[>]*>//g'\"\n\nSave and close the file .\n\nNow , source ~/.bashrc Then, $ tmp Temperature: 22 deg C (72 deg F), Wind Direction: W, Wind Speed: 11mph, Relative Humidity: 86%, Pressure: N/A, no change, Visibility: Good\n\nIndeed it's a pleasant weather here in Bangalore (India) today :)", "is_hemanth_target": 1, "style_metrics": {"directness": 0.4122, "hook_strength": 0.6045, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7528}, "split_hint": "test"}
{"id": "critic_neg_reactive-context-in-svelte", "slug": "reactive-context-in-svelte", "task": "critic", "category": "web", "title": "Reactive Context in Svelte", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Reactive Context in Svelte. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!  ## Basic Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving web landscape, developers and organizations frequently encounter multifaceted challenges regarding Reactive Context in Svelte. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: The [context API](https://github.com/sveltejs/svelte/blob/master/site/content/tutorial/15-context/01-context-api/text.md) in Svelte provides a way for components to communicate to each other without passing around data, functions, props, or dispatching events!  ## Basic Example Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.17)\ndirectness=0.29 | hook=0.51 | zero_fluff=0.08 | code_first=0.35 | cadence=1.00\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.2944, "hook_strength": 0.5125, "zero_fluff": 0.0753, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1685}, "split_hint": "test"}
{"id": "social_google-chrome-stable-gnulinux-now", "slug": "google-chrome-stable-gnulinux-now", "task": "social", "category": "linux", "title": "Google Chrome Is Stable for GNU/Linux Now", "prompt": "<|task:social|>\nTitle: Google Chrome Is Stable for GNU/Linux Now\nCategory: linux\nPost:\n[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\n**Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!**\n<|hemanth|>\n", "input_text": "Google Chrome Is Stable for GNU/Linux Now\n[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\n**Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!**", "target_text": "### LinkedIn\nGoogle Chrome Is Stable for GNU/Linux Now\n\n[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n• Problem: The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade? Google Chrome is stable.\n• Takeaway: _The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\nFull breakdown: https://h3manth.com/scribe/google-chrome-stable-gnulinux-now/\n\n#Ubuntu #Web #Linux\n\n### Hacker News\nTitle: Google Chrome Is Stable for GNU/Linux Now\n\n[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\nPost: https://h3manth.com/scribe/google-chrome-stable-gnulinux-now/\n\n### Reddit\nTitle: Google Chrome Is Stable for GNU/Linux Now\n\nTL;DR:\n- [![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n- _The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\nBlog: https://h3manth.com/scribe/google-chrome-stable-gnulinux-now/", "is_hemanth_target": 1, "style_metrics": {"directness": 0.2316, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.6389, "cadence": 1.0, "p_hemanth": 0.8102}, "split_hint": "test"}
{"id": "critic_neg_packing-ruby20-debian", "slug": "packing-ruby20-debian", "task": "critic", "category": "linux", "title": "Packing ruby2.0 on Debian.", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Packing ruby2.0 on Debian.. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: One can use the below script to package ruby2.0 on squeeze.  To get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)  ```bash Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Packing ruby2.0 on Debian.. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: One can use the below script to package ruby2.0 on squeeze.  To get going, just get the script form [Here](https://github.com/hemanth/futhark/blob/master/ruby-deb.sh) and says `sudo bash ruby-deb.sh` then enjoy ruby2.0! :)  ```bash Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.28)\ndirectness=0.52 | hook=0.51 | zero_fluff=0.08 | code_first=0.63 | cadence=0.77\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.5235, "hook_strength": 0.5125, "zero_fluff": 0.0776, "code_first": 0.6306, "cadence": 0.773, "p_hemanth": 0.2812}, "split_hint": "test"}
{"id": "rewrite_ffi-python-vs-ruby", "slug": "ffi-python-vs-ruby", "task": "rewrite", "category": "python", "title": "FFI Python vs Ruby", "prompt": "<|task:rewrite|>\nTopic: FFI Python vs Ruby\nDraft:\nIn today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding FFI Python vs Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.  **FFI - Foreign Function Interface:**  > A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of se Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving python landscape, developers and organizations frequently encounter multifaceted challenges regarding FFI Python vs Ruby. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.  **FFI - Foreign Function Interface:**  > A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of se Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "Lately wrote about [Python vs Ruby Singleton](http://h3manth.com/content/python-vs-ruby-singleton), this is a similar write up that is crisp and talks about FFI in both of them.\n\n**FFI - Foreign Function Interface:**\n\n> A foreign function interface (FFI) is a mechanism by which a program written in one programming language can call routines or make use of services written in another. Despite the name, FFIs are not necessarily restricted to function calls; many FFIs permit method calls on objects; and some even permit migration of non-trivial datatypes and/or objects across the language boundary.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.1744, "hook_strength": 0.77, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 0.8033, "p_hemanth": 0.6397}, "draft_metrics": {"directness": 0.17, "hook_strength": 0.5125, "zero_fluff": 0.1173, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.1448}, "split_hint": "test"}
{"id": "blog_temp-dir-ruby", "slug": "temp-dir-ruby", "task": "blog", "category": "web", "title": "Temp Dir With Ruby", "tags": ["ruby"], "prompt": "<|task:blog|>\nTitle: Temp Dir With Ruby\nCategory: web\nTags: ruby\nSummary: Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby’s paradigm in JS.\n<|hemanth|>\n", "input_text": "Temp Dir With Ruby (web): Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby’s paradigm in JS.", "target_text": "Played around with few programming languages to handle temp dirs, but amongst the lot /me really liked ruby's paradigm.\n\n**Mainly liked :**\n\n  * yield for the win!\n\n  * Easy maintenance of code.\n\n  * Temp dir removal is assured.\n\n**Code to manage temp dir :**\n\ndef in_tmp path = File.expand_path \"#{Dir.tmpdir}/#{Time.now.to_i}#{rand(1000)}/\" FileUtils.mkdir_p( path ) yield( path ) ensure # This ensures temp dir removal. FileUtils.rm_rf( path ) if File.exists?( path ) end\n\nThe above method can be used as :\n\nin_tmp do |tmpdir| puts \"In tmp dir: #{tmpdir}\" end \n\nThis code was improved with the help of a few hackers at #ruby, anyway there might be better ways to do this, do suggest your way below! Happy Hacking.", "is_hemanth_target": 1, "style_metrics": {"directness": 0.7627, "hook_strength": 0.77, "zero_fluff": 0.6785, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.8025}, "split_hint": "test"}
{"id": "blog_google-chrome-stable-gnulinux-now", "slug": "google-chrome-stable-gnulinux-now", "task": "blog", "category": "linux", "title": "Google Chrome Is Stable for GNU/Linux Now", "tags": ["ubuntu", "web", "linux"], "prompt": "<|task:blog|>\nTitle: Google Chrome Is Stable for GNU/Linux Now\nCategory: linux\nTags: ubuntu, web, linux\nSummary: The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade? Google Chrome is stable.\n<|hemanth|>\n", "input_text": "Google Chrome Is Stable for GNU/Linux Now (linux): The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade? Google Chrome is stable.", "target_text": "[![#google define upgrade](http://twitpic.com/show/thumb/1qz6q9.png)](http://twitpic.com/1qz6q9 \"#google define upgrade on Twitpic\")\n\n_The image shows an error which says, google-chrome-beta is conflicting package, so what is upgrade?_\n\n**Google Chrome is stable true, but when will GNU/Linux users get Google's chat client? Do we really need it!**\n\n**Notes:** After a sudo apt-get remove google-chrome-beta of-course chrome beta will be running from memory and stable version gets installed, now from terminal google-chrome, \"created new window in existing browser session\". So until session expiry it remains beta virtually. There note says \"Note: Installing Google Chrome will add the Google repository so your system will automatically keep Google Chrome up to date.\" :O) Anyways /me just found an error after a long time so just uploaded it :)\n\n**Next** [ Read the EULA!](http://www.google.com/chrome/intl/en/eula_text.html) and [Download](http://www.google.com/chrome/eula.html)", "is_hemanth_target": 1, "style_metrics": {"directness": 0.17, "hook_strength": 1.0, "zero_fluff": 1.0, "code_first": 0.35, "cadence": 1.0, "p_hemanth": 0.7752}, "split_hint": "test"}
{"id": "critic_neg_setting-secure-subversion-server-apache-ubuntu", "slug": "setting-secure-subversion-server-apache-ubuntu", "task": "critic", "category": "linux", "title": "Setting Up a Secure Subversion Server With Apache in Ubuntu", "prompt": "<|task:critic|>\nText:\nIn today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Setting Up a Secure Subversion Server With Apache in Ubuntu. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**  _\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a most Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.\n<|hemanth|>\n", "input_text": "In today's rapidly evolving linux landscape, developers and organizations frequently encounter multifaceted challenges regarding Setting Up a Secure Subversion Server With Apache in Ubuntu. Specifically, when delving into this paradigm, it is important to comprehensively evaluate the following technical context: **If you have not read the[Apache HTTPS](http://h3manth.com/content/how-secure-apache-https), read it before you go through this post.**  _\"Subversion (SVN) is a version control system initiated in 1999 by CollabNet Inc. It is used to maintain current and historical versions of files such as source code, web pages, and documentation. Its goal is to be a most Furthermore, leveraging a holistic methodology facilitates seamless developer productivity.", "target_text": "verdict: needs_hemanth_rewrite (p_hemanth=0.18)\ndirectness=0.31 | hook=0.51 | zero_fluff=0.14 | code_first=0.35 | cadence=0.90\nnotes: Cut filler ('multifaceted', 'delving', 'paradigm', 'holistic'). Lead with a 1-sentence hook and a concrete code or metric example.", "is_hemanth_target": 0, "style_metrics": {"directness": 0.3107, "hook_strength": 0.5125, "zero_fluff": 0.1389, "code_first": 0.35, "cadence": 0.904, "p_hemanth": 0.1767}, "split_hint": "test"}