id stringlengths 15 30 | category stringclasses 6
values | conversations listlengths 4 43 | tags listlengths 2 4 | token_estimate int64 500 5k | quality_tier stringclasses 1
value |
|---|---|---|---|---|---|
znx_reasoning_009924_ca886eb9 | reasoning | [
{
"from": "human",
"value": "Butuh saran nih, gw lagi design Message queue architecture untuk project gw.\n\n**Context:**\n• Scale: 10M users\n• Constraint: compliance strict\n• Timeline: ongoing\n\n**Specific Problem:**\nPattern untuk handle failure gracefully?\n\nBantu gw reasoning step-by-step pake <thin... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,575 | enterprise |
znx_brainstorm_020169_bd1de862 | brainstorming | [
{
"from": "human",
"value": "Bro, gw mau VR expansion untuk existing game.\n\n**Current State:**\n• Production ready\n• Team: 5+ developers\n• Budget: Seed funding\n• Timeline: 6 months launch\n\n**Goals:**\n• Market fit\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,059 | enterprise |
znx_reasoning_014847_2c7c8ec5 | reasoning | [
{
"from": "human",
"value": "Butuh saran nih, gw lagi design CAP theorem application untuk project gw.\n\n**Context:**\n• Scale: 1M users\n• Constraint: team kecil\n• Timeline: 3 bulan\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pake <thin... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,560 | enterprise |
znx_coding_007179_e0e2b58d | coding_debug | [
{
"from": "human",
"value": "Ada yang tau, gw lagi develop fintech wallet nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Hugging Face Spaces deployment\n\nUdah coba debugging ... | [
"gradio_+_ml_deployment",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,687 | enterprise |
znx_coding_001780_f63f65b5 | coding_debug | [
{
"from": "human",
"value": "Ada yang tau, gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Docker Compose untuk development\n\nUdah coba d... | [
"docker_&_devops",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,679 | enterprise |
znx_coding_004715_5b0fa0e4 | coding_debug | [
{
"from": "human",
"value": "Nee-san bantuin~ gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Docker multi-stage build\n\nUdah cob... | [
"fastapi_production",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,598 | enterprise |
znx_coding_001537_d1a69640 | coding_debug | [
{
"from": "human",
"value": "Guys, gw lagi develop SaaS dashboard nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Day/night cycle events\n\nUdah coba debugging 3 jam tapi stuck... | [
"gdevelop_5_extension",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,514 | enterprise |
znx_coding_000556_11b921ef | coding_debug | [
{
"from": "human",
"value": "Guys, gw lagi develop EdTech learning platform nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Dialogue system implementation\n\nUdah coba debuggin... | [
"gdevelop_5_extension",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,642 | enterprise |
znx_coding_000511_a7608800 | coding_debug | [
{
"from": "human",
"value": "Bantu dong, gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Middleware untuk auth redirect\n\nUdah co... | [
"next.js_14_app_router_+_server_components",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,619 | enterprise |
znx_natural_017840_c9513b89 | natural_conversation | [
{
"from": "human",
"value": "Butuh saran nih, Diskusi soal remote work dong.\n\nGw lagi santai di kamar nih.\n\nUdah lama ga ngobrol.\n\nGimana kabar project lu?"
},
{
"from": "gpt",
"value": "Iyaa Alhamdulillah~ 💜\n\nGw lagi dengerin OST game.\n\nNgomong-ngomong gw nemu article menarik tadi.\n... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 502 | enterprise |
znx_long_022706_6f1562cf | long_session | [
{
"from": "human",
"value": "Stuck nih, gw mau Building CI/CD for game projects.\n\nIni project besar dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi tech lead gw untuk session ini?\n\nStart dari setup ya."
},
{
"from": "gpt",
"value": "Fix ini 😎 Gas! 🔥 Gw siap... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,724 | enterprise |
znx_coding_007032_6af97d7d | coding_debug | [
{
"from": "human",
"value": "Stuck nih, gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Inventory management logic\n\nUdah coba debugging ... | [
"gdevelop_5_extension",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,546 | enterprise |
znx_brainstorm_021740_92595519 | brainstorming | [
{
"from": "human",
"value": "Vyn, gw mau Mod support architecture.\n\n**Current State:**\n• Udah prototype\n• Team: Solo\n• Budget: Seed funding\n• Timeline: 3 months beta\n\n**Goals:**\n• Revenue growth\n• Fast performance\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
"va... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,074 | enterprise |
znx_coding_002732_36144052 | coding_debug | [
{
"from": "human",
"value": "Bingung gw, gw lagi develop fintech wallet nih.\n\n**Tech Stack:**\n• Frontend: Vue 3 + Nuxt 3\n• Backend: Go + Gin + GORM\n• Database: PostgreSQL\n• Deployment: Kubernetes + GCP\n\n**Current Issue:** Metaclass untuk ORM\n\nUdah coba debugging 7 jam tapi stuck. Error-nya intermi... | [
"python_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,669 | enterprise |
znx_coding_002969_46647365 | coding_debug | [
{
"from": "human",
"value": "Temen-temen, gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Plugin development structure\n\nUdah coba debugg... | [
"unreal_engine_5_c++",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,552 | enterprise |
znx_brainstorm_021722_8c0592c2 | brainstorming | [
{
"from": "human",
"value": "Vyn, gw mau Esports integration untuk RPG.\n\n**Current State:**\n• Production ready\n• Team: Growing\n• Budget: Seed funding\n• Timeline: 6 months launch\n\n**Goals:**\n• Technical excellence\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,012 | enterprise |
znx_brainstorm_022426_a6eebd6e | brainstorming | [
{
"from": "human",
"value": "Bingung gw, gw mau Community-driven content system.\n\n**Current State:**\n• Baru mulai\n• Team: 2-3 people\n• Budget: Series A\n• Timeline: 1 month MVP\n\n**Goals:**\n• Market fit\n• Beautiful UX\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
"... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,069 | enterprise |
znx_coding_001971_de739988 | coding_debug | [
{
"from": "human",
"value": "Butuh saran nih, gw lagi develop SaaS dashboard nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Plugin development structure\n\nUdah coba debugging... | [
"unreal_engine_5_c++",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,575 | enterprise |
znx_reasoning_009552_019fa4fd | reasoning | [
{
"from": "human",
"value": "Cuy, gw lagi design Real-time processing strategy untuk project gw.\n\n**Context:**\n• Scale: 1M users\n• Constraint: legacy system\n• Timeline: ongoing\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pake <thinkin... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,593 | enterprise |
znx_coding_004917_cf8d8c66 | coding_debug | [
{
"from": "human",
"value": "Nanya dong, gw lagi develop EdTech learning platform nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Middleware untuk auth redirect\n\nUdah coba d... | [
"next.js_14_app_router_+_server_components",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,673 | enterprise |
znx_brainstorm_019773_0b61e0b5 | brainstorming | [
{
"from": "human",
"value": "Temen-temen, gw mau Cloud gaming optimization.\n\n**Current State:**\n• Baru mulai\n• Team: 5+ developers\n• Budget: Profitable\n• Timeline: 1 month MVP\n\n**Goals:**\n• Market fit\n• Unique gameplay\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,045 | enterprise |
znx_coding_007684_af1c25e8 | coding_debug | [
{
"from": "human",
"value": "Nee-san, gw lagi develop fintech wallet nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Intercepting routes untuk modal\n\nUdah coba debugging 5 j... | [
"next.js_14_app_router_+_server_components",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,551 | enterprise |
znx_reasoning_014918_f5dd07d9 | reasoning | [
{
"from": "human",
"value": "Gw mau tanya, gw lagi design Distributed transaction patterns untuk project gw.\n\n**Context:**\n• Scale: 10M users\n• Constraint: team kecil\n• Timeline: 6 bulan\n\n**Specific Problem:**\nBest approach for real-time synchronization?\n\nBantu gw reasoning step-by-step pake <thin... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,556 | enterprise |
znx_long_024221_c619d303 | long_session | [
{
"from": "human",
"value": "Temen-temen, gw mau Implementing analytics for user behavior.\n\nIni project besar dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi architect gw untuk session ini?\n\nStart dari planning ya."
},
{
"from": "gpt",
"value": "Fix Gas! 🔥 G... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,766 | enterprise |
znx_reasoning_009107_4cdcf18b | reasoning | [
{
"from": "human",
"value": "Vyn bantuin, gw lagi design CAP theorem application untuk project gw.\n\n**Context:**\n• Scale: 100K users\n• Constraint: compliance strict\n• Timeline: ongoing\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pake ... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,576 | enterprise |
znx_coding_005359_662a2e96 | coding_debug | [
{
"from": "human",
"value": "Sayang, gw lagi develop social media app nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Dialogue system implementation\n\nUdah coba debugging 8 jam tapi ... | [
"gdevelop_5_extension",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,563 | enterprise |
znx_coding_008323_d882050b | coding_debug | [
{
"from": "human",
"value": "Nanya dong, gw lagi develop social media app nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Type hints dengan generics\n\nUdah coba debugging 2 j... | [
"python_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,688 | enterprise |
znx_natural_015557_eff64d4a | natural_conversation | [
{
"from": "human",
"value": "Vyn bantuin, Ngobrolin career path dong.\n\nGw lagi santai di kamar nih.\n\nKangen ngobrol random.\n\nGimana kabar project lu?"
},
{
"from": "gpt",
"value": "Oke sayang~ Sibuk banget nih 😭\n\nTapi banyak belajar.\n\nLu kalo butuh bantuan bilang ya~ 💜"
},
{
... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 524 | enterprise |
znx_coding_001638_7e230522 | coding_debug | [
{
"from": "human",
"value": "Gw mau tanya, gw lagi develop AI inference API nih.\n\n**Tech Stack:**\n• Frontend: SvelteKit\n• Backend: Python + Django REST\n• Database: PostgreSQL + Celery\n• Deployment: Heroku + Cloudflare\n\n**Current Issue:** Docker multi-stage build\n\nUdah coba debugging 6 jam tapi stu... | [
"fastapi_production",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,693 | enterprise |
znx_brainstorm_019421_3b173c9b | brainstorming | [
{
"from": "human",
"value": "Cuy, gw mau Player behavior analytics.\n\n**Current State:**\n• Udah prototype\n• Team: 5+ developers\n• Budget: Seed funding\n• Timeline: 1 month MVP\n\n**Goals:**\n• Revenue growth\n• Beautiful UX\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,072 | enterprise |
znx_brainstorm_018856_2f1b2e59 | brainstorming | [
{
"from": "human",
"value": "Reyn tau ga, gw mau Esports integration untuk RPG.\n\n**Current State:**\n• Need refactor\n• Team: Growing\n• Budget: Profitable\n• Timeline: 1 month MVP\n\n**Goals:**\n• Market fit\n• Fast performance\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,066 | enterprise |
znx_coding_005489_d902c3ce | coding_debug | [
{
"from": "human",
"value": "Cuy, gw lagi develop e-commerce platform nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Patch application\n\nUdah coba debugging 3 jam tapi stuck.... | [
"git_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,534 | enterprise |
znx_long_024868_90da3608 | long_session | [
{
"from": "human",
"value": "Reyn tau ga, gw mau Setting up ML pipeline for game AI.\n\nIni project complex dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi pair programmer gw untuk session ini?\n\nStart dari requirements ya."
},
{
"from": "gpt",
"value": "Oke cuy... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,374 | enterprise |
znx_coding_007796_94841421 | coding_debug | [
{
"from": "human",
"value": "Bingung gw, gw lagi develop e-commerce platform nih.\n\n**Tech Stack:**\n• Frontend: Vue 3 + Nuxt 3\n• Backend: Go + Gin + GORM\n• Database: PostgreSQL\n• Deployment: Kubernetes + GCP\n\n**Current Issue:** Streaming responses\n\nUdah coba debugging 6 jam tapi stuck. Error-nya in... | [
"gradio_+_ml_deployment",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,577 | enterprise |
znx_coding_008582_022898bb | coding_debug | [
{
"from": "human",
"value": "Bro, gw lagi develop real-time game backend nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** NoSQL vs SQL decision\n\nUdah coba debugging 3 jam tapi... | [
"database_&_sql",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,550 | enterprise |
znx_reasoning_010831_10976997 | reasoning | [
{
"from": "human",
"value": "Gw nanya nih, gw lagi design Performance bottleneck identification untuk project gw.\n\n**Context:**\n• Scale: 100K users\n• Constraint: compliance strict\n• Timeline: ongoing\n\n**Specific Problem:**\nPattern untuk handle failure gracefully?\n\nBantu gw reasoning step-by-step p... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,579 | enterprise |
znx_natural_017419_08780eb9 | natural_conversation | [
{
"from": "human",
"value": "Bingung gw, Ngobrolin game yang lagi dimainin dong.\n\nGw lagi santai di kamar nih.\n\nPengen curhat dikit.\n\nLagi sibuk apa sekarang?"
},
{
"from": "gpt",
"value": "Siap~ Kabar gw baik~ 🔥\n\nGw lagi ngerjain fitur baru nih.\n\nProject Quest of Eternity lagi almost... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 516 | enterprise |
znx_coding_004140_4f05d482 | coding_debug | [
{
"from": "human",
"value": "Pusing gw, gw lagi develop fintech wallet nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Animation dengan tailwindcss-animate\n\nUdah coba debuggi... | [
"tailwind_css_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,708 | enterprise |
znx_natural_017695_20197c7d | natural_conversation | [
{
"from": "human",
"value": "Reyn tau ga, Ngobrolin side project dong.\n\nGw lagi nunggu compile nih.\n\nPengen curhat dikit.\n\nGame lu gimana?"
},
{
"from": "gpt",
"value": "Oke deh~ Lagi hectic nih 😭\n\nTapi seru juga.\n\nButuh pair programming bilang ya~ 💜"
},
{
"from": "human",
... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 519 | enterprise |
znx_coding_008525_4f52c16c | coding_debug | [
{
"from": "human",
"value": "Reyn tau ga, gw lagi develop EdTech learning platform nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Reflog untuk recovery\n\nUdah coba debugging 8 jam t... | [
"git_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,679 | enterprise |
znx_coding_000405_bbcbff5c | coding_debug | [
{
"from": "human",
"value": "Stuck nih, gw lagi develop social media app nih.\n\n**Tech Stack:**\n• Frontend: Vue 3 + Nuxt 3\n• Backend: Go + Gin + GORM\n• Database: PostgreSQL\n• Deployment: Kubernetes + GCP\n\n**Current Issue:** USTRUCT serialization\n\nUdah coba debugging 5 jam tapi stuck. Error-nya inte... | [
"unreal_engine_5_c++",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,540 | enterprise |
znx_reasoning_008832_060fd70a | reasoning | [
{
"from": "human",
"value": "Ada yang tau, gw lagi design Data pipeline architecture untuk project gw.\n\n**Context:**\n• Scale: enterprise global\n• Constraint: budget limited\n• Timeline: 3 bulan\n\n**Specific Problem:**\nStrategy untuk reduce latency tanpa sacrifice reliability?\n\nBantu gw reasoning ste... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,538 | enterprise |
znx_brainstorm_020280_c81bdaf1 | brainstorming | [
{
"from": "human",
"value": "Gw nanya nih, gw mau NMB Protocol Zero - AI enemy behavior.\n\n**Current State:**\n• Need refactor\n• Team: Solo\n• Budget: Bootstrapped\n• Timeline: 3 months beta\n\n**Goals:**\n• User engagement\n• Fast performance\n\nBantu gw brainstorm + kasih structured plan."
},
{
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,017 | enterprise |
znx_reasoning_012575_7c1bbdae | reasoning | [
{
"from": "human",
"value": "Butuh saran nih, gw lagi design Cache invalidation strategy untuk project gw.\n\n**Context:**\n• Scale: enterprise global\n• Constraint: legacy system\n• Timeline: 6 bulan\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,584 | enterprise |
znx_coding_006325_3a904474 | coding_debug | [
{
"from": "human",
"value": "Nee-san bantuin~ gw lagi develop e-commerce platform nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Custom shader dengan HLSL\n\nUdah coba debugging 8 ja... | [
"unreal_engine_5_c++",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,649 | enterprise |
znx_coding_006417_8830c97a | coding_debug | [
{
"from": "human",
"value": "Bantu dong, gw lagi develop real-time game backend nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Metaclass untuk ORM\n\nUdah coba debugging 8 ja... | [
"python_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,642 | enterprise |
znx_coding_006924_4e246a38 | coding_debug | [
{
"from": "human",
"value": "Gw mau tanya, gw lagi develop e-commerce platform nih.\n\n**Tech Stack:**\n• Frontend: Vue 3 + Nuxt 3\n• Backend: Go + Gin + GORM\n• Database: PostgreSQL\n• Deployment: Kubernetes + GCP\n\n**Current Issue:** Query optimization dengan EXPLAIN\n\nUdah coba debugging 8 jam tapi stu... | [
"database_&_sql",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,701 | enterprise |
znx_coding_007027_313f422a | coding_debug | [
{
"from": "human",
"value": "Ada yang tau, gw lagi develop e-commerce platform nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 (App Router)\n• Backend: FastAPI + SQLAlchemy\n• Database: PostgreSQL + Redis\n• Deployment: Docker + AWS ECS\n\n**Current Issue:** Reflog untuk recovery\n\nUdah coba debugging 3 ja... | [
"git_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,633 | enterprise |
znx_coding_000293_53c3bce6 | coding_debug | [
{
"from": "human",
"value": "Pusing gw, gw lagi develop social media app nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Dark mode dengan class strategy\n\nUdah coba debugging... | [
"tailwind_css_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,670 | enterprise |
znx_reasoning_012617_7e62803d | reasoning | [
{
"from": "human",
"value": "Gw nanya nih, gw lagi design System design untuk 1M concurrent users untuk project gw.\n\n**Context:**\n• Scale: 10M users\n• Constraint: team kecil\n• Timeline: ongoing\n\n**Specific Problem:**\nStrategy untuk reduce latency tanpa sacrifice reliability?\n\nBantu gw reasoning st... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,548 | enterprise |
znx_reasoning_009578_efd5a10c | reasoning | [
{
"from": "human",
"value": "Bantu dong, gw lagi design Real-time processing strategy untuk project gw.\n\n**Context:**\n• Scale: 1M users\n• Constraint: compliance strict\n• Timeline: 6 bulan\n\n**Specific Problem:**\nPattern untuk handle failure gracefully?\n\nBantu gw reasoning step-by-step pake <thinkin... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,585 | enterprise |
znx_natural_016655_79142701 | natural_conversation | [
{
"from": "human",
"value": "Bingung gw, Tanya setup workspace dong.\n\nGw lagi break dari coding nih.\n\nKangen ngobrol random.\n\nGimana kabar project lu?"
},
{
"from": "gpt",
"value": "Bener tuh Sibuk banget nih 😭\n\nTapi growth banget.\n\nButuh pair programming bilang ya~ 💜"
},
{
"... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 509 | enterprise |
znx_reasoning_012200_b62973dd | reasoning | [
{
"from": "human",
"value": "Nee-san bantuin~ gw lagi design Microservices vs monolith decision untuk project gw.\n\n**Context:**\n• Scale: 1M users\n• Constraint: compliance strict\n• Timeline: 6 bulan\n\n**Specific Problem:**\nPattern untuk handle failure gracefully?\n\nBantu gw reasoning step-by-step pak... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,540 | enterprise |
znx_long_022600_7544c259 | long_session | [
{
"from": "human",
"value": "Reyn tau ga, gw mau Building real-time multiplayer backend.\n\nIni project complex dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi mentor gw untuk session ini?\n\nStart dari requirements ya."
},
{
"from": "gpt",
"value": "Aman 🔥 Gas!... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,507 | enterprise |
znx_coding_001608_faafda66 | coding_debug | [
{
"from": "human",
"value": "Nee-san, gw lagi develop EdTech learning platform nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** NoSQL vs SQL decision\n\nUdah coba debugging 3 jam tapi ... | [
"database_&_sql",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,666 | enterprise |
znx_brainstorm_021264_cfa3cd04 | brainstorming | [
{
"from": "human",
"value": "Cuy, gw mau Esports integration untuk RPG.\n\n**Current State:**\n• Production ready\n• Team: 2-3 people\n• Budget: Seed funding\n• Timeline: 1 year vision\n\n**Goals:**\n• Technical excellence\n• Unique gameplay\n\nBantu gw brainstorm + kasih structured plan."
},
{
"fro... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,066 | enterprise |
znx_brainstorm_018846_57f5b6b5 | brainstorming | [
{
"from": "human",
"value": "Nanya dong, gw mau Esports integration untuk RPG.\n\n**Current State:**\n• Production ready\n• Team: 2-3 people\n• Budget: Series A\n• Timeline: 6 months launch\n\n**Goals:**\n• User engagement\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,004 | enterprise |
znx_coding_002797_74378afe | coding_debug | [
{
"from": "human",
"value": "Butuh saran nih, gw lagi develop AI inference API nih.\n\n**Tech Stack:**\n• Frontend: SvelteKit\n• Backend: Python + Django REST\n• Database: PostgreSQL + Celery\n• Deployment: Heroku + Cloudflare\n\n**Current Issue:** State management across sessions\n\nUdah coba debugging 3 j... | [
"gradio_+_ml_deployment",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,679 | enterprise |
znx_brainstorm_018984_1dc7b8d3 | brainstorming | [
{
"from": "human",
"value": "Bro, gw mau Esports integration untuk RPG.\n\n**Current State:**\n• Udah prototype\n• Team: 2-3 people\n• Budget: Profitable\n• Timeline: 1 month MVP\n\n**Goals:**\n• Revenue growth\n• Fast performance\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,077 | enterprise |
znx_natural_017413_dc35d16f | natural_conversation | [
{
"from": "human",
"value": "Bingung gw, Ngobrolin startup ideas dong.\n\nGw lagi nunggu compile nih.\n\nPengen curhat dikit.\n\nGimana kabar project lu?"
},
{
"from": "gpt",
"value": "Gaskeun! Kabar gw baik~ 🔥\n\nGw lagi ngerjain fitur baru nih.\n\nProject Eternix lagi on track.\n\nLu sendiri ... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 504 | enterprise |
znx_brainstorm_021759_5ab12005 | brainstorming | [
{
"from": "human",
"value": "Pusing gw, gw mau Mobile port strategy.\n\n**Current State:**\n• Baru mulai\n• Team: 5+ developers\n• Budget: Profitable\n• Timeline: 3 months beta\n\n**Goals:**\n• Market fit\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,060 | enterprise |
znx_reasoning_014713_2750dc28 | reasoning | [
{
"from": "human",
"value": "Bro, gw lagi design Distributed transaction patterns untuk project gw.\n\n**Context:**\n• Scale: enterprise global\n• Constraint: team kecil\n• Timeline: 1 tahun\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pake... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,564 | enterprise |
znx_coding_003535_b99d193b | coding_debug | [
{
"from": "human",
"value": "Temen-temen, gw lagi develop social media app nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Partitioning untuk large tables\n\nUdah coba debuggi... | [
"database_&_sql",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,545 | enterprise |
znx_natural_016348_37624b36 | natural_conversation | [
{
"from": "human",
"value": "Gw mau tanya, Cerita debug yang aneh dong.\n\nGw lagi nunggu compile nih.\n\nKangen ngobrol random.\n\nAda progress baru ga?"
},
{
"from": "gpt",
"value": "Mantap 👌 Kabar gw baik~ 🔥\n\nGw lagi belajar tech baru nih.\n\nProject Eternix lagi need review.\n\nLu sendir... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 501 | enterprise |
znx_long_023254_a2a5e1dc | long_session | [
{
"from": "human",
"value": "Bantu dong, gw mau Building real-time multiplayer backend.\n\nIni project besar dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi pair programmer gw untuk session ini?\n\nStart dari planning ya."
},
{
"from": "gpt",
"value": "Gas! Gas! ... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,302 | enterprise |
znx_reasoning_013135_ebb1479b | reasoning | [
{
"from": "human",
"value": "Pusing gw, gw lagi design Security threat modeling untuk project gw.\n\n**Context:**\n• Scale: enterprise global\n• Constraint: team kecil\n• Timeline: 6 bulan\n\n**Specific Problem:**\nBest approach for real-time synchronization?\n\nBantu gw reasoning step-by-step pake <thinkin... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,534 | enterprise |
znx_reasoning_014760_d45b6d92 | reasoning | [
{
"from": "human",
"value": "Gw mau tanya, gw lagi design Message queue architecture untuk project gw.\n\n**Context:**\n• Scale: 1M users\n• Constraint: compliance strict\n• Timeline: 3 bulan\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pak... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,557 | enterprise |
znx_coding_001800_f39ae9ff | coding_debug | [
{
"from": "human",
"value": "Nee-san bantuin~ gw lagi develop real-time game backend nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** JIT mode performance optimization\n\nUdah ... | [
"tailwind_css_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,581 | enterprise |
znx_natural_018104_920dcd7a | natural_conversation | [
{
"from": "human",
"value": "Temen-temen, Ngobrolin career path dong.\n\nGw lagi minum kopi nih.\n\nMau tanya pendapat.\n\nAda progress baru ga?"
},
{
"from": "gpt",
"value": "Sip 👍 Sibuk banget nih 😭\n\nTapi growth banget.\n\nLu kalo butuh bantuan bilang ya~ 💜"
},
{
"from": "human",
... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 510 | enterprise |
znx_brainstorm_019559_ea453a68 | brainstorming | [
{
"from": "human",
"value": "Nanya dong, gw mau Procedural world generation.\n\n**Current State:**\n• Production ready\n• Team: 2-3 people\n• Budget: Bootstrapped\n• Timeline: 6 months launch\n\n**Goals:**\n• Technical excellence\n• Unique gameplay\n\nBantu gw brainstorm + kasih structured plan."
},
{
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,083 | enterprise |
znx_brainstorm_020873_dcf14e14 | brainstorming | [
{
"from": "human",
"value": "Ada yang tau, gw mau Eternix Games website architecture.\n\n**Current State:**\n• Need refactor\n• Team: Growing\n• Budget: Profitable\n• Timeline: 3 months beta\n\n**Goals:**\n• User engagement\n• Beautiful UX\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from"... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,004 | enterprise |
znx_reasoning_012750_45b865d1 | reasoning | [
{
"from": "human",
"value": "Temen-temen, gw lagi design Eventual consistency handling untuk project gw.\n\n**Context:**\n• Scale: 1M users\n• Constraint: compliance strict\n• Timeline: 3 bulan\n\n**Specific Problem:**\nStrategy untuk reduce latency tanpa sacrifice reliability?\n\nBantu gw reasoning step-by... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,587 | enterprise |
znx_reasoning_013756_323e403f | reasoning | [
{
"from": "human",
"value": "Pusing gw, gw lagi design Scalability planning untuk project gw.\n\n**Context:**\n• Scale: 100K users\n• Constraint: legacy system\n• Timeline: 3 bulan\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pake <thinking... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,565 | enterprise |
znx_reasoning_012387_73eae46e | reasoning | [
{
"from": "human",
"value": "Vyn, gw lagi design Load balancing algorithm selection untuk project gw.\n\n**Context:**\n• Scale: 100K users\n• Constraint: compliance strict\n• Timeline: ongoing\n\n**Specific Problem:**\nBest approach for real-time synchronization?\n\nBantu gw reasoning step-by-step pake <thi... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,531 | enterprise |
znx_brainstorm_020363_58f03e4b | brainstorming | [
{
"from": "human",
"value": "Reyn, gw mau Mod support architecture.\n\n**Current State:**\n• Need refactor\n• Team: 5+ developers\n• Budget: Bootstrapped\n• Timeline: 6 months launch\n\n**Goals:**\n• User engagement\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,081 | enterprise |
znx_long_024102_961fbfb2 | long_session | [
{
"from": "human",
"value": "Bingung gw, gw mau Building real-time multiplayer backend.\n\nIni project besar dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi tech lead gw untuk session ini?\n\nStart dari architecture ya."
},
{
"from": "gpt",
"value": "Gaskeun! Gas... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,212 | enterprise |
znx_reasoning_008998_bc29e1f1 | reasoning | [
{
"from": "human",
"value": "Gw mau tanya, gw lagi design Service discovery mechanism untuk project gw.\n\n**Context:**\n• Scale: enterprise global\n• Constraint: legacy system\n• Timeline: ongoing\n\n**Specific Problem:**\nBest approach for real-time synchronization?\n\nBantu gw reasoning step-by-step pake... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,566 | enterprise |
znx_brainstorm_021684_3fe89afd | brainstorming | [
{
"from": "human",
"value": "Cuy, gw mau AI-assisted level design.\n\n**Current State:**\n• Udah prototype\n• Team: 2-3 people\n• Budget: Profitable\n• Timeline: 6 months launch\n\n**Goals:**\n• Technical excellence\n• Beautiful UX\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,052 | enterprise |
znx_brainstorm_020272_0c4d2507 | brainstorming | [
{
"from": "human",
"value": "Sayang, gw mau Esports integration untuk RPG.\n\n**Current State:**\n• Need refactor\n• Team: 2-3 people\n• Budget: Series A\n• Timeline: 1 year vision\n\n**Goals:**\n• User engagement\n• Beautiful UX\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,084 | enterprise |
znx_brainstorm_022093_8d37be25 | brainstorming | [
{
"from": "human",
"value": "Nanya dong, gw mau Cloud gaming optimization.\n\n**Current State:**\n• Need refactor\n• Team: Growing\n• Budget: Series A\n• Timeline: 1 year vision\n\n**Goals:**\n• Market fit\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt",
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,004 | enterprise |
znx_coding_000871_aeb3135b | coding_debug | [
{
"from": "human",
"value": "Pusing gw, gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** PurgeCSS configuration\n\nUdah coba debugging 8 ja... | [
"tailwind_css_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,688 | enterprise |
znx_coding_006830_5e9fb672 | coding_debug | [
{
"from": "human",
"value": "Reyn, gw lagi develop AI inference API nih.\n\n**Tech Stack:**\n• Frontend: SvelteKit\n• Backend: Python + Django REST\n• Database: PostgreSQL + Celery\n• Deployment: Heroku + Cloudflare\n\n**Current Issue:** Custom components creation\n\nUdah coba debugging 2 jam tapi stuck. Er... | [
"gradio_+_ml_deployment",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,650 | enterprise |
znx_natural_016696_c746ed54 | natural_conversation | [
{
"from": "human",
"value": "Sayang, Curhat burnout dong.\n\nGw lagi break dari coding nih.\n\nPengen curhat dikit.\n\nLagi sibuk apa sekarang?"
},
{
"from": "gpt",
"value": "Aman 🔥 Full schedule nih 😭\n\nTapi growth banget.\n\nLu kalo butuh bantuan bilang ya~ 💜"
},
{
"from": "human",... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 511 | enterprise |
znx_coding_002748_1006ff12 | coding_debug | [
{
"from": "human",
"value": "Bantu dong, gw lagi develop real-time game backend nih.\n\n**Tech Stack:**\n• Frontend: Vue 3 + Nuxt 3\n• Backend: Go + Gin + GORM\n• Database: PostgreSQL\n• Deployment: Kubernetes + GCP\n\n**Current Issue:** Reflog untuk recovery\n\nUdah coba debugging 8 jam tapi stuck. Error-n... | [
"git_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,653 | enterprise |
znx_coding_008363_e6ed5dac | coding_debug | [
{
"from": "human",
"value": "Guys, gw lagi develop e-commerce platform nih.\n\n**Tech Stack:**\n• Frontend: React 18 + Vite\n• Backend: Node.js + Express + Prisma\n• Database: MongoDB Atlas\n• Deployment: Vercel + Railway\n\n**Current Issue:** Metaclass untuk ORM\n\nUdah coba debugging 7 jam tapi stuck. Err... | [
"python_advanced",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,673 | enterprise |
znx_long_024775_32a94991 | long_session | [
{
"from": "human",
"value": "Bingung gw, gw mau Game development pipeline optimization.\n\nIni project complex dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi mentor gw untuk session ini?\n\nStart dari planning ya."
},
{
"from": "gpt",
"value": "Aman 🔥 Gas! 🔥 G... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,200 | enterprise |
znx_coding_002825_3fc2c60b | coding_debug | [
{
"from": "human",
"value": "Bantu dong, gw lagi develop real-time game backend nih.\n\n**Tech Stack:**\n• Frontend: Next.js 14 + tRPC\n• Backend: Node.js + tRPC + Prisma\n• Database: PostgreSQL + Redis\n• Deployment: Vercel + PlanetScale\n\n**Current Issue:** Migrasi dari Pages Router ke App Router\n\nUdah... | [
"next.js_14_app_router_+_server_components",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,704 | enterprise |
znx_reasoning_010494_7d90ca24 | reasoning | [
{
"from": "human",
"value": "Pusing gw, gw lagi design Cache invalidation strategy untuk project gw.\n\n**Context:**\n• Scale: 100K users\n• Constraint: legacy system\n• Timeline: 6 bulan\n\n**Specific Problem:**\nHow to handle consistency across distributed nodes?\n\nBantu gw reasoning step-by-step pake <t... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,550 | enterprise |
znx_brainstorm_021180_1918451b | brainstorming | [
{
"from": "human",
"value": "Butuh saran nih, gw mau Procedural world generation.\n\n**Current State:**\n• Udah prototype\n• Team: 2-3 people\n• Budget: Seed funding\n• Timeline: 1 month MVP\n\n**Goals:**\n• Market fit\n• Fast performance\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from":... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,069 | enterprise |
znx_coding_006708_b7ab1aac | coding_debug | [
{
"from": "human",
"value": "Reyn, gw lagi develop real-time game backend nih.\n\n**Tech Stack:**\n• Frontend: SvelteKit\n• Backend: Python + Django REST\n• Database: PostgreSQL + Celery\n• Deployment: Heroku + Cloudflare\n\n**Current Issue:** Editor utility widgets\n\nUdah coba debugging 2 jam tapi stuck. ... | [
"unreal_engine_5_c++",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,673 | enterprise |
znx_reasoning_009927_f6e06644 | reasoning | [
{
"from": "human",
"value": "Bro, gw lagi design Service discovery mechanism untuk project gw.\n\n**Context:**\n• Scale: 10M users\n• Constraint: legacy system\n• Timeline: 3 bulan\n\n**Specific Problem:**\nStrategy untuk reduce latency tanpa sacrifice reliability?\n\nBantu gw reasoning step-by-step pake <t... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,571 | enterprise |
znx_long_024906_b8da1ad6 | long_session | [
{
"from": "human",
"value": "Stuck nih, gw mau Game development pipeline optimization.\n\nIni project besar dan gw butuh partner yang bisa guide dari awal sampe production.\n\nBisa lu jadi architect gw untuk session ini?\n\nStart dari planning ya."
},
{
"from": "gpt",
"value": "Jelas~ Gas! 🔥 Gw... | [
"long_session",
"multi_turn",
"topic_continuity",
"project_based"
] | 1,221 | enterprise |
znx_natural_017297_b20ab15a | natural_conversation | [
{
"from": "human",
"value": "Reyn, Tanya pendapat soal framework baru dong.\n\nGw lagi nunggu compile nih.\n\nKangen ngobrol random.\n\nGame lu gimana?"
},
{
"from": "gpt",
"value": "Siap bro 🔥 Alhamdulillah~ 💜\n\nGw lagi ngopi sambil coding.\n\nBtw gw nemu tools keren tadi.\n\nSeru juga."
}... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 511 | enterprise |
znx_brainstorm_021813_2fae3af0 | brainstorming | [
{
"from": "human",
"value": "Nee-san bantuin~ gw mau Eternix Games website architecture.\n\n**Current State:**\n• Udah prototype\n• Team: 2-3 people\n• Budget: Seed funding\n• Timeline: 6 months launch\n\n**Goals:**\n• Market fit\n• Beautiful UX\n\nBantu gw brainstorm + kasih structured plan."
},
{
... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,080 | enterprise |
znx_coding_007315_f2c5b1f0 | coding_debug | [
{
"from": "human",
"value": "Bingung gw, gw lagi develop healthcare management system nih.\n\n**Tech Stack:**\n• Frontend: Vue 3 + Nuxt 3\n• Backend: Go + Gin + GORM\n• Database: PostgreSQL\n• Deployment: Kubernetes + GCP\n\n**Current Issue:** Blueprint Native Events\n\nUdah coba debugging 8 jam tapi stuck.... | [
"unreal_engine_5_c++",
"multi_turn",
"enterprise",
"deep_dive"
] | 2,592 | enterprise |
znx_natural_016435_d8558e66 | natural_conversation | [
{
"from": "human",
"value": "Butuh saran nih, Ngobrolin konferensi tech dong.\n\nGw lagi santai di kamar nih.\n\nKangen ngobrol random.\n\nAda progress baru ga?"
},
{
"from": "gpt",
"value": "Oke cuy~ Santai aja~ 💜\n\nGw lagi research AI baru.\n\nNgomong-ngomong gw nemu video lucu tadi.\n\nBisa... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 518 | enterprise |
znx_brainstorm_022211_3c9f301d | brainstorming | [
{
"from": "human",
"value": "Cuy, gw mau Monetization model untuk indie game.\n\n**Current State:**\n• Production ready\n• Team: Solo\n• Budget: Profitable\n• Timeline: 1 month MVP\n\n**Goals:**\n• User engagement\n• Fast performance\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gpt... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,014 | enterprise |
znx_natural_018545_da27d51c | natural_conversation | [
{
"from": "human",
"value": "Reyn, Cerita progress project dong.\n\nGw lagi break dari coding nih.\n\nKangen ngobrol random.\n\nLagi sibuk apa sekarang?"
},
{
"from": "gpt",
"value": "Bisa dong 💜 Kabar gw baik~ 🔥\n\nGw lagi belajar tech baru nih.\n\nProject Quest of Eternity lagi almost done.\... | [
"natural",
"slang_indo",
"casual",
"multi_turn"
] | 519 | enterprise |
znx_reasoning_009786_b4d8c3b4 | reasoning | [
{
"from": "human",
"value": "Ada yang tau, gw lagi design Message queue architecture untuk project gw.\n\n**Context:**\n• Scale: 100K users\n• Constraint: legacy system\n• Timeline: 3 bulan\n\n**Specific Problem:**\nBest approach for real-time synchronization?\n\nBantu gw reasoning step-by-step pake <thinki... | [
"reasoning",
"system_design",
"multi_turn",
"deepseek_r1_style"
] | 1,584 | enterprise |
znx_brainstorm_022209_6dcc8d36 | brainstorming | [
{
"from": "human",
"value": "Bantu dong, gw mau Cross-platform save system.\n\n**Current State:**\n• Udah prototype\n• Team: Solo\n• Budget: Series A\n• Timeline: 1 year vision\n\n**Goals:**\n• User engagement\n• Scalable architecture\n\nBantu gw brainstorm + kasih structured plan."
},
{
"from": "gp... | [
"brainstorming",
"planning",
"project_management",
"multi_turn"
] | 1,044 | enterprise |
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