instruction string | response string |
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Need a decision tree in Python. Must be extensible and async. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing decision tree in Python. Building a decision tree from scratch in Python. Full repo with 75 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching decision tree patterns in Python.
[WebSearch]: {"query": "decision tree Pytho... |
Need a autograd engine in C. Must be extensible and type-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing autograd engine in C. Building a autograd engine from scratch in C. Full repo with 140 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching autograd engine patterns in C.
[WebSearch]: {"query": "autograd engine C implement... |
Need a canvas 2D in C++. Must be modular and composable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing canvas 2D in C++. Building a canvas 2D from scratch in C++. Full repo with 59 files across a clean modular architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching canvas 2D patterns in C++.
[WebSearch]: {"query": "canvas 2D C++ implementation patterns archi... |
Need a health checker in Java. Must be observable and zero-dependency. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing health checker in Java. Building a health checker from scratch in Java. Full repo with 28 files across a clean observable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching health checker patterns in Java.
[WebSearch]: {"query": "health checker Java im... |
Need a molecular dynamics in C. Must be thread-safe and zero-dependency. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing molecular dynamics in C. Building a molecular dynamics from scratch in C. Full repo with 43 files across a clean thread-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching molecular dynamics patterns in C.
[WebSearch]: {"query": "molecular dynamics... |
Need a scheduler in Ruby. Must be composable and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing scheduler in Ruby. Building a scheduler from scratch in Ruby. Full repo with 26 files across a clean composable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching scheduler patterns in Ruby.
[WebSearch]: {"query": "scheduler Ruby implementation pattern... |
Need a TOML parser in Kotlin. Must be performant and composable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing TOML parser in Kotlin. Building a TOML parser from scratch in Kotlin. Full repo with 56 files across a clean performant architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching TOML parser patterns in Kotlin.
[WebSearch]: {"query": "TOML parser Kotlin implem... |
Need a markdown lint in C. Must be scalable and async. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing markdown lint in C. Building a markdown lint from scratch in C. Full repo with 31 files across a clean scalable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching markdown lint patterns in C.
[WebSearch]: {"query": "markdown lint C implementation patte... |
Need a autograd engine in C++. Must be observable and async. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing autograd engine in C++. Building a autograd engine from scratch in C++. Full repo with 72 files across a clean observable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching autograd engine patterns in C++.
[WebSearch]: {"query": "autograd engine C++ im... |
Need a color space in Kotlin. Must be thread-safe and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing color space in Kotlin. Building a color space from scratch in Kotlin. Full repo with 34 files across a clean thread-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching color space patterns in Kotlin.
[WebSearch]: {"query": "color space Kotlin imple... |
Need a linear regression in Rust. Must be extensible and type-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing linear regression in Rust. Building a linear regression from scratch in Rust. Full repo with 120 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching linear regression patterns in Rust.
[WebSearch]: {"query": "linear regre... |
Need a decision tree in C++. Must be modular and async. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing decision tree in C++. Building a decision tree from scratch in C++. Full repo with 58 files across a clean modular architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching decision tree patterns in C++.
[WebSearch]: {"query": "decision tree C++ implementatio... |
Need a feature extractor in TypeScript. Must be extensible and batteries-included. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing feature extractor in TypeScript. Building a feature extractor from scratch in TypeScript. Full repo with 94 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching feature extractor patterns in TypeScript.
[WebSearch]: {"quer... |
Need a text editor in C++. Must be minimal and type-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing text editor in C++. Building a text editor from scratch in C++. Full repo with 31 files across a clean minimal architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching text editor patterns in C++.
[WebSearch]: {"query": "text editor C++ implementation patter... |
Need a voxel engine in Elixir. Must be thread-safe and composable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing voxel engine in Elixir. Building a voxel engine from scratch in Elixir. Full repo with 62 files across a clean thread-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching voxel engine patterns in Elixir.
[WebSearch]: {"query": "voxel engine Elixir i... |
Need a process supervisor in Elixir. Must be async and zero-dependency. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing process supervisor in Elixir. Building a process supervisor from scratch in Elixir. Full repo with 25 files across a clean async architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching process supervisor patterns in Elixir.
[WebSearch]: {"query": "process s... |
Need a monte carlo in JavaScript. Must be type-safe and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing monte carlo in JavaScript. Building a monte carlo from scratch in JavaScript. Full repo with 75 files across a clean type-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching monte carlo patterns in JavaScript.
[WebSearch]: {"query": "monte carlo Ja... |
Need a embedded KV in Elixir. Must be thread-safe and extensible. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing embedded KV in Elixir. Building a embedded KV from scratch in Elixir. Full repo with 190 files across a clean thread-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching embedded KV patterns in Elixir.
[WebSearch]: {"query": "embedded KV Elixir impl... |
Need a molecular dynamics in Shell. Must be extensible and composable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing molecular dynamics in Shell. Building a molecular dynamics from scratch in Shell. Full repo with 48 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching molecular dynamics patterns in Shell.
[WebSearch]: {"query": "molecul... |
Need a syntax highlight in C. Must be zero-dependency and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing syntax highlight in C. Building a syntax highlight from scratch in C. Full repo with 32 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching syntax highlight patterns in C.
[WebSearch]: {"query": "syntax highlight C i... |
Need a bytecode VM in Ruby. Must be composable and type-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing bytecode VM in Ruby. Building a bytecode VM from scratch in Ruby. Full repo with 80 files across a clean composable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching bytecode VM patterns in Ruby.
[WebSearch]: {"query": "bytecode VM Ruby implementation... |
Need a OAuth provider in C++. Must be zero-dependency and composable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing OAuth provider in C++. Building a OAuth provider from scratch in C++. Full repo with 59 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching OAuth provider patterns in C++.
[WebSearch]: {"query": "OAuth provider C++ i... |
Need a SSE server in C++. Must be minimal and zero-dependency. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing SSE server in C++. Building a SSE server from scratch in C++. Full repo with 34 files across a clean minimal architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching SSE server patterns in C++.
[WebSearch]: {"query": "SSE server C++ implementation patterns a... |
Need a monitoring agent in Go. Must be zero-dependency and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing monitoring agent in Go. Building a monitoring agent from scratch in Go. Full repo with 41 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching monitoring agent patterns in Go.
[WebSearch]: {"query": "monitoring agent ... |
Need a monitoring agent in Python. Must be extensible and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing monitoring agent in Python. Building a monitoring agent from scratch in Python. Full repo with 31 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching monitoring agent patterns in Python.
[WebSearch]: {"query": "monitoring... |
Need a procedural gen in Ruby. Must be scalable and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing procedural gen in Ruby. Building a procedural gen from scratch in Ruby. Full repo with 36 files across a clean scalable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching procedural gen patterns in Ruby.
[WebSearch]: {"query": "procedural gen Ruby impl... |
Need a bruteforcer in JavaScript. Must be performant and thread-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing bruteforcer in JavaScript. Building a bruteforcer from scratch in JavaScript. Full repo with 56 files across a clean performant architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching bruteforcer patterns in JavaScript.
[WebSearch]: {"query": "bruteforcer J... |
Need a packet filter in Elixir. Must be type-safe and extensible. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing packet filter in Elixir. Building a packet filter from scratch in Elixir. Full repo with 19 files across a clean type-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching packet filter patterns in Elixir.
[WebSearch]: {"query": "packet filter Elixir... |
Need a tensor library in Go. Must be modular and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing tensor library in Go. Building a tensor library from scratch in Go. Full repo with 137 files across a clean modular architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching tensor library patterns in Go.
[WebSearch]: {"query": "tensor library Go implementati... |
Need a password gen in Java. Must be modular and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing password gen in Java. Building a password gen from scratch in Java. Full repo with 17 files across a clean modular architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching password gen patterns in Java.
[WebSearch]: {"query": "password gen Java implementatio... |
Need a packet filter in TypeScript. Must be zero-dependency and modular. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing packet filter in TypeScript. Building a packet filter from scratch in TypeScript. Full repo with 22 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching packet filter patterns in TypeScript.
[WebSearch]: {"query": "pa... |
Need a mesh loader in Rust. Must be zero-dependency and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing mesh loader in Rust. Building a mesh loader from scratch in Rust. Full repo with 35 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching mesh loader patterns in Rust.
[WebSearch]: {"query": "mesh loader Rust implement... |
Need a voxel engine in Zig. Must be extensible and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing voxel engine in Zig. Building a voxel engine from scratch in Zig. Full repo with 25 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching voxel engine patterns in Zig.
[WebSearch]: {"query": "voxel engine Zig implementation... |
Need a build pipeline in Rust. Must be async and type-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing build pipeline in Rust. Building a build pipeline from scratch in Rust. Full repo with 26 files across a clean async architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching build pipeline patterns in Rust.
[WebSearch]: {"query": "build pipeline Rust impleme... |
Need a secret manager in JavaScript. Must be minimal and performant. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing secret manager in JavaScript. Building a secret manager from scratch in JavaScript. Full repo with 15 files across a clean minimal architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching secret manager patterns in JavaScript.
[WebSearch]: {"query": "secret ... |
Need a real-time chat in Kotlin. Must be zero-dependency and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing real-time chat in Kotlin. Building a real-time chat from scratch in Kotlin. Full repo with 78 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching real-time chat patterns in Kotlin.
[WebSearch]: {"query": "real-time c... |
Need a OAuth provider in Rust. Must be minimal and async. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing OAuth provider in Rust. Building a OAuth provider from scratch in Rust. Full repo with 26 files across a clean minimal architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching OAuth provider patterns in Rust.
[WebSearch]: {"query": "OAuth provider Rust imple... |
Need a container runtime in Zig. Must be modular and zero-dependency. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing container runtime in Zig. Building a container runtime from scratch in Zig. Full repo with 40 files across a clean modular architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching container runtime patterns in Zig.
[WebSearch]: {"query": "container runtime Z... |
Need a roguelike in Kotlin. Must be scalable and async. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing roguelike in Kotlin. Building a roguelike from scratch in Kotlin. Full repo with 72 files across a clean scalable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching roguelike patterns in Kotlin.
[WebSearch]: {"query": "roguelike Kotlin implementation p... |
Need a B-tree in Zig. Must be minimal and observable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing B-tree in Zig. Building a B-tree from scratch in Zig. Full repo with 99 files across a clean minimal architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching B-tree patterns in Zig.
[WebSearch]: {"query": "B-tree Zig implementation patterns architecture"}
[t... |
Need a SQL injector in JavaScript. Must be thread-safe and minimal. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing SQL injector in JavaScript. Building a SQL injector from scratch in JavaScript. Full repo with 50 files across a clean thread-safe architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching SQL injector patterns in JavaScript.
[WebSearch]: {"query": "SQL injec... |
Need a workflow engine in C++. Must be observable and batteries-included. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing workflow engine in C++. Building a workflow engine from scratch in C++. Full repo with 18 files across a clean observable architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching workflow engine patterns in C++.
[WebSearch]: {"query": "workflow engine C++ im... |
Need a MQTT broker in Shell. Must be extensible and thread-safe. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing MQTT broker in Shell. Building a MQTT broker from scratch in Shell. Full repo with 52 files across a clean extensible architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching MQTT broker patterns in Shell.
[WebSearch]: {"query": "MQTT broker Shell implementa... |
Need a ASCII art in Zig. Must be zero-dependency and scalable. Clean API, comprehensive tests, proper error handling, well-documented. | [think]Designing ASCII art in Zig. Building a ASCII art from scratch in Zig. Full repo with 33 files across a clean zero-dependency architecture. Domain model, storage/state layer, API surface, tests, and tooling.[/think]
Researching ASCII art patterns in Zig.
[WebSearch]: {"query": "ASCII art Zig implementation patter... |
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