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π¦ holdmyspot-com/cat
CAT: Making AI Coding Agents Reliable
Keep your AI coding agent from randomly ignoring your teamβs hard-earned rules. CAT solves the annoying problem where an agent follows a convention in one file but forgets it in the next. Instead of hoping the model behaves, this tool tests your project rules until they are proven to work ninety-five percent of the time. It then hands those reliable instructions directly to coding tools like Claude Code, ensuring your agent actually follows them. If a reviewer finds a gap, you simply add the new lesson to your shared rulebook.
π @hackernewsgithubprojects
CAT: Making AI Coding Agents Reliable
Keep your AI coding agent from randomly ignoring your teamβs hard-earned rules. CAT solves the annoying problem where an agent follows a convention in one file but forgets it in the next. Instead of hoping the model behaves, this tool tests your project rules until they are proven to work ninety-five percent of the time. It then hands those reliable instructions directly to coding tools like Claude Code, ensuring your agent actually follows them. If a reviewer finds a gap, you simply add the new lesson to your shared rulebook.
π @hackernewsgithubprojects
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π¦ lcoutodemos/chums
Chums: Your Coding Agents on Your Wrist
Chums is the Apple Watch app that turns your existing coding agents into animated characters on your wrist. It connects the Claude Code and Codex tools already running on your Mac to your watch and iPhone, letting you talk to them hands-free. The most striking part is how each agent acts out its work. You hold the screen to speak, and the character visually shifts through states like listening, thinking, or working. This gives you real-time feedback without opening a laptop. It is free, open-source, and runs entirely on your own hardware. No new subscriptions are required.
π @hackernewsgithubprojects
Chums: Your Coding Agents on Your Wrist
Chums is the Apple Watch app that turns your existing coding agents into animated characters on your wrist. It connects the Claude Code and Codex tools already running on your Mac to your watch and iPhone, letting you talk to them hands-free. The most striking part is how each agent acts out its work. You hold the screen to speak, and the character visually shifts through states like listening, thinking, or working. This gives you real-time feedback without opening a laptop. It is free, open-source, and runs entirely on your own hardware. No new subscriptions are required.
π @hackernewsgithubprojects
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π¦ delta-box/deltabox-lite
Deltabox Lite: The Undo Button for AI Agents
Deltabox Lite is the sandbox tool that gives AI coding agents a safety net by treating every file change like a reversible draft. Instead of letting an automated program mess up your project without a way back, this lightweight system wraps commands in a confined space where you can see exactly what changed. If the output looks wrong, you simply abort and your files snap back to how they were before, just like pressing undo. This solves the anxiety of running powerful, autonomous code by giving you total control over what actually sticks to your disk.
π° https://news.ycombinator.com/item?id=50104406
π @hackernewsgithubprojects
Deltabox Lite: The Undo Button for AI Agents
Deltabox Lite is the sandbox tool that gives AI coding agents a safety net by treating every file change like a reversible draft. Instead of letting an automated program mess up your project without a way back, this lightweight system wraps commands in a confined space where you can see exactly what changed. If the output looks wrong, you simply abort and your files snap back to how they were before, just like pressing undo. This solves the anxiety of running powerful, autonomous code by giving you total control over what actually sticks to your disk.
π° https://news.ycombinator.com/item?id=50104406
π @hackernewsgithubprojects
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π¦ cranebeaker/coop-anything
Co-op Anything: Make Any Game Multiplayer With AI
Your AI coding agent can now turn any single-player game into a co-op experience for you and your friends. The project, called Co-op Anything, acts as a detailed playbook that instructs your agent to research, reverse engineer, and fix existing mods or build new ones from scratch. It handles the complex technical work, including setting up networking so you can join a game over Steam without any port forwarding or extra purchases. The most interesting part is that it tests its work automatically using bots inside the actual game to ensure the co-op actually functions before you ever install it.
π @hackernewsgithubprojects
Co-op Anything: Make Any Game Multiplayer With AI
Your AI coding agent can now turn any single-player game into a co-op experience for you and your friends. The project, called Co-op Anything, acts as a detailed playbook that instructs your agent to research, reverse engineer, and fix existing mods or build new ones from scratch. It handles the complex technical work, including setting up networking so you can join a game over Steam without any port forwarding or extra purchases. The most interesting part is that it tests its work automatically using bots inside the actual game to ensure the co-op actually functions before you ever install it.
π @hackernewsgithubprojects
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π¦ eecs498-aase/materials
materials: The Elephant-Goldfish Model
The course materials for UMich's Applied Agentic Software Engineering that teaches you to build software with AI agents using the Elephant-Goldfish Model. It is a collection of lecture slides and hands-on labs where you don't just watch videos, you actually drive the coding process. The standout feature is the skill system, which breaks down complex engineering tasks into manageable steps called peanuts, elephant, goldfish, and mean-review. This approach turns vague prompts into precise, repeatable workflows, showing you exactly how to guide an AI to write clean, working code.
π @hackernewsgithubprojects
materials: The Elephant-Goldfish Model
The course materials for UMich's Applied Agentic Software Engineering that teaches you to build software with AI agents using the Elephant-Goldfish Model. It is a collection of lecture slides and hands-on labs where you don't just watch videos, you actually drive the coding process. The standout feature is the skill system, which breaks down complex engineering tasks into manageable steps called peanuts, elephant, goldfish, and mean-review. This approach turns vague prompts into precise, repeatable workflows, showing you exactly how to guide an AI to write clean, working code.
π @hackernewsgithubprojects
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π¦ yokimitsuro/khdays-port
Run Kingdom Hearts 358/2 Days natively on your PC
Play Kingdom Hearts 358/2 Days natively on your PC with a project called khdays-port. This experimental runtime takes the game code from a full decompilation and runs it directly on modern hardware, bypassing the Nintendo DS entirely. It replaces the original console hardware with new graphics, sound, and input layers, letting you enjoy the game at higher resolutions with modern controller support. The engine handles rendering and audio independently, so you get a crisp, high-definition experience without the original system limits. If you are curious about how game preservation works, this is a fascinating look at rebuilding a classic title from the ground up for today's machines.
π @hackernewsgithubprojects
Run Kingdom Hearts 358/2 Days natively on your PC
Play Kingdom Hearts 358/2 Days natively on your PC with a project called khdays-port. This experimental runtime takes the game code from a full decompilation and runs it directly on modern hardware, bypassing the Nintendo DS entirely. It replaces the original console hardware with new graphics, sound, and input layers, letting you enjoy the game at higher resolutions with modern controller support. The engine handles rendering and audio independently, so you get a crisp, high-definition experience without the original system limits. If you are curious about how game preservation works, this is a fascinating look at rebuilding a classic title from the ground up for today's machines.
π @hackernewsgithubprojects
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π¦ midudev/better-claude
Better Claude: Queue Tasks Like a Pro
Better Claude solves a frustrating problem in terminal based coding: the mess that happens when you type new instructions while the AI is still working on the first one. Usually, that new text gets injected immediately and changes the AI's current plan, causing it to mix up priorities and get confused. This project fixes that by letting you type a command called After to queue up tasks for later. You can keep typing while the AI works, and your new instructions wait safely in the background. When the current job finishes, the next task runs automatically.
π @hackernewsgithubprojects
Better Claude: Queue Tasks Like a Pro
Better Claude solves a frustrating problem in terminal based coding: the mess that happens when you type new instructions while the AI is still working on the first one. Usually, that new text gets injected immediately and changes the AI's current plan, causing it to mix up priorities and get confused. This project fixes that by letting you type a command called After to queue up tasks for later. You can keep typing while the AI works, and your new instructions wait safely in the background. When the current job finishes, the next task runs automatically.
π @hackernewsgithubprojects
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π¦ elematic/zena
Zena: The TypeScript That Compiles to WebAssembly
Zena is a programming language that writes itself mostly through AI to compile into high-speed WebAssembly code. It borrows the familiar syntax of TypeScript but swaps out JavaScriptβs loose rules for strict, predictable logic inspired by languages like Swift and Rust. The real surprise is that it runs directly on the new WebAssembly garbage collection standard, meaning your code compiles to tiny, efficient binaries without needing a bulky runtime. It also features a clever ownership system that handles memory cleanup automatically at compile time, preventing crashes before you even run your program.
π @hackernewsgithubprojects
Zena: The TypeScript That Compiles to WebAssembly
Zena is a programming language that writes itself mostly through AI to compile into high-speed WebAssembly code. It borrows the familiar syntax of TypeScript but swaps out JavaScriptβs loose rules for strict, predictable logic inspired by languages like Swift and Rust. The real surprise is that it runs directly on the new WebAssembly garbage collection standard, meaning your code compiles to tiny, efficient binaries without needing a bulky runtime. It also features a clever ownership system that handles memory cleanup automatically at compile time, preventing crashes before you even run your program.
π @hackernewsgithubprojects
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π¦ catvinci-studio/textus
Textus: The AI Markdown Editor
Edit Markdown that renders itself as you type, then let an AI assistant draft your next sentence right in the editor. Textus is a free, open-source writing app for macOS, Windows, and Linux that blends a clean document editor with a smart writing partner. The standout feature is how the AI proposes edits as gentle suggestions rather than overwriting your work, so you stay in control while it fixes typos or tightens your prose. It also remembers your personal writing style to keep the voice consistent. If you want a distraction-free space where technology handles the mechanics so you can focus on the message, give Textus a try.
π @hackernewsgithubprojects
Textus: The AI Markdown Editor
Edit Markdown that renders itself as you type, then let an AI assistant draft your next sentence right in the editor. Textus is a free, open-source writing app for macOS, Windows, and Linux that blends a clean document editor with a smart writing partner. The standout feature is how the AI proposes edits as gentle suggestions rather than overwriting your work, so you stay in control while it fixes typos or tightens your prose. It also remembers your personal writing style to keep the voice consistent. If you want a distraction-free space where technology handles the mechanics so you can focus on the message, give Textus a try.
π @hackernewsgithubprojects
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π¦ tongyi-mai/opengcua
OpenGCUA: The AI That Writes Code to Use Your Computer
OpenGCUA is the open-source stack that lets AI agents write code to actually use your computer. Instead of just clicking buttons like a slow human, it runs real programs to handle apps, phones, and browsers all at once. It works by letting the AI decide exactly what to look at and how to act, often using loops and checks to finish jobs faster than traditional bots. This creates a smarter assistant that can share your screen without interrupting you. It is a major step toward AI that works alongside you on real devices, making automation more flexible and efficient.
π @hackernewsgithubprojects
OpenGCUA: The AI That Writes Code to Use Your Computer
OpenGCUA is the open-source stack that lets AI agents write code to actually use your computer. Instead of just clicking buttons like a slow human, it runs real programs to handle apps, phones, and browsers all at once. It works by letting the AI decide exactly what to look at and how to act, often using loops and checks to finish jobs faster than traditional bots. This creates a smarter assistant that can share your screen without interrupting you. It is a major step toward AI that works alongside you on real devices, making automation more flexible and efficient.
π @hackernewsgithubprojects
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π¦ aarav2709/morrow
Morrow: Your Notes, Actually Yours
Morrow lets you write notes that live entirely on your computer, completely free. Most apps lock your thoughts into a subscription cloud, but Morrow keeps everything as simple text files in a folder you pick. That means you can sync them however you want, open them in any program, and they stay yours forever, even if the internet goes down. It reads like a calm, focused writing space with databases and whiteboards built right in, so you never need to juggle different tools. It is a quiet, powerful way to think without the pressure of a cloud account. Your brain deserves software that respects your privacy, so try Morrow today.
π @hackernewsgithubprojects
Morrow: Your Notes, Actually Yours
Morrow lets you write notes that live entirely on your computer, completely free. Most apps lock your thoughts into a subscription cloud, but Morrow keeps everything as simple text files in a folder you pick. That means you can sync them however you want, open them in any program, and they stay yours forever, even if the internet goes down. It reads like a calm, focused writing space with databases and whiteboards built right in, so you never need to juggle different tools. It is a quiet, powerful way to think without the pressure of a cloud account. Your brain deserves software that respects your privacy, so try Morrow today.
π @hackernewsgithubprojects
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π¦ amureki/django-devbar
Django DevBar: Spot Database Slowdowns
Django DevBar flags duplicate and similar database queries right on your screen, saving you from performance traps. Instead of guessing why a page feels slow, it shows exactly how many queries ran and how long they took. The tool sends this data through standard response headers, meaning it works even on plain API endpoints that return just text or JSON. You can view the stats in a lightweight bar on the page, or open a dedicated browser extension panel in your developer tools for a detailed breakdown. It helps you catch inefficient loops and redundant lookups before your app slows down under real traffic.
π @hackernewsgithubprojects
Django DevBar: Spot Database Slowdowns
Django DevBar flags duplicate and similar database queries right on your screen, saving you from performance traps. Instead of guessing why a page feels slow, it shows exactly how many queries ran and how long they took. The tool sends this data through standard response headers, meaning it works even on plain API endpoints that return just text or JSON. You can view the stats in a lightweight bar on the page, or open a dedicated browser extension panel in your developer tools for a detailed breakdown. It helps you catch inefficient loops and redundant lookups before your app slows down under real traffic.
π @hackernewsgithubprojects
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π¦ black-forest-labs/flux-3-image-klein
FLUX 3 Image Klein
Create cinematic images from simple words, then edit them by placing objects exactly where you want them. Black Forest Labs just released FLUX 3 Image Klein, a fast, open source tool that lets you draw boxes on a canvas to control the layout of your artwork. It takes your short prompt and automatically expands it into a detailed description, ensuring the final picture matches your vision. This repository provides the reference code to run this powerful model locally on your own computer. If you want total control over how your digital art looks, this is the project to try.
π @hackernewsgithubprojects
FLUX 3 Image Klein
Create cinematic images from simple words, then edit them by placing objects exactly where you want them. Black Forest Labs just released FLUX 3 Image Klein, a fast, open source tool that lets you draw boxes on a canvas to control the layout of your artwork. It takes your short prompt and automatically expands it into a detailed description, ensuring the final picture matches your vision. This repository provides the reference code to run this powerful model locally on your own computer. If you want total control over how your digital art looks, this is the project to try.
π @hackernewsgithubprojects
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π¦ emmanuel448/mcp-rojo-bridge
Rojo Compass: The AI's Roblox Memory Map
Give your AI coding agents a permanent memory map of your Roblox projects so they never have to guess what breaks. Rojo Compass automatically reads your entire codebase to build a living graph of every script and service, allowing agents to ask precise questions like where a specific function is used or which files are safe to rename. It acts as a bridge between the file system and your active Roblox Studio session, tracking changes in real time. This solves the massive problem of agents forgetting context between sessions, ensuring they understand the structure of your game before they start refactoring.
π @hackernewsgithubprojects
Rojo Compass: The AI's Roblox Memory Map
Give your AI coding agents a permanent memory map of your Roblox projects so they never have to guess what breaks. Rojo Compass automatically reads your entire codebase to build a living graph of every script and service, allowing agents to ask precise questions like where a specific function is used or which files are safe to rename. It acts as a bridge between the file system and your active Roblox Studio session, tracking changes in real time. This solves the massive problem of agents forgetting context between sessions, ensuring they understand the structure of your game before they start refactoring.
π @hackernewsgithubprojects
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π¦ dtymoszenko/flybudget
FlyBudget
FlyBudget keeps your entire financial life inside a single file on your own computer, meaning no cloud servers, no accounts, and no tracking. It is a free, open source app where you assign every dollar to a specific plan, ensuring nothing goes unaccounted for. If you overspend in one category, the surplus automatically carries over to next month, keeping your budget balanced. Because it lives locally, you control who sees your data, and you can even self-host it on your own server. It turns your money from a mystery into a clear, manageable system that you own completely.
π @hackernewsgithubprojects
FlyBudget
FlyBudget keeps your entire financial life inside a single file on your own computer, meaning no cloud servers, no accounts, and no tracking. It is a free, open source app where you assign every dollar to a specific plan, ensuring nothing goes unaccounted for. If you overspend in one category, the surplus automatically carries over to next month, keeping your budget balanced. Because it lives locally, you control who sees your data, and you can even self-host it on your own server. It turns your money from a mystery into a clear, manageable system that you own completely.
π @hackernewsgithubprojects
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π¦ boytoy-hub/robo-sync-studio
RoBo Sync Studio: The AI That Watches You Work
A tiny colony of A.I. agents now quietly debates your code before you even hit save. That is the core of RoBo Sync Studio. It does not just autocomplete; it watches your Roblox Studio project, tracks your every move, and uses a team of specialized digital workers to figure out what you need next. One agent plans, another refactors, and a critic filters out the bad ideas. You only see the final, polished suggestion. It is a co-pilot that actually understands your workflow, not just your text. No more guessing. No more context switching. Just a smart, synchronized partner that keeps up with your creativity.
π @hackernewsgithubprojects
RoBo Sync Studio: The AI That Watches You Work
A tiny colony of A.I. agents now quietly debates your code before you even hit save. That is the core of RoBo Sync Studio. It does not just autocomplete; it watches your Roblox Studio project, tracks your every move, and uses a team of specialized digital workers to figure out what you need next. One agent plans, another refactors, and a critic filters out the bad ideas. You only see the final, polished suggestion. It is a co-pilot that actually understands your workflow, not just your text. No more guessing. No more context switching. Just a smart, synchronized partner that keeps up with your creativity.
π @hackernewsgithubprojects
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π¦ arther-hup/forge-context-engine
StudioForge Nexus Keeps Your Roblox AI Memory
Keep your AI assistant from forgetting why you built things that way. StudioForge Nexus gives Roblox developers using Claude Code a persistent brain that remembers your project's specific rules and past decisions. Instead of re-explaining your folder structure every time you open a new chat, this tool feeds your history directly into the prompt. It ensures the AI knows exactly what you are building so it stops guessing and starts creating. Your code stays consistent, and your context never evaporates between sessions. It is like having a senior developer who actually reads the manual. Your game logic stays intact while the AI does the heavy lifting.
π @hackernewsgithubprojects
StudioForge Nexus Keeps Your Roblox AI Memory
Keep your AI assistant from forgetting why you built things that way. StudioForge Nexus gives Roblox developers using Claude Code a persistent brain that remembers your project's specific rules and past decisions. Instead of re-explaining your folder structure every time you open a new chat, this tool feeds your history directly into the prompt. It ensures the AI knows exactly what you are building so it stops guessing and starts creating. Your code stays consistent, and your context never evaporates between sessions. It is like having a senior developer who actually reads the manual. Your game logic stays intact while the AI does the heavy lifting.
π @hackernewsgithubprojects
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π¦ markussela/iw4-pocket
Modern Warfare 2 on iPhone: IW4 Pocket
IW4 Pocket is the experimental phone port that finally lets you play the original Modern Warfare 2 on your iPhone. This unofficial project takes the open source IW4L engine, which already runs on PC, and rewrites it in Rust and Bevy to speak directly to iPhone graphics hardware. It does not bundle the game; you point it at your own Steam files on a computer, and it handles the rest. The most surprising part is that complete multiplayer matches with bots actually run right now on the latest iPhones, proving that sixteen year old game logic can still live in your pocket.
π @hackernewsgithubprojects
Modern Warfare 2 on iPhone: IW4 Pocket
IW4 Pocket is the experimental phone port that finally lets you play the original Modern Warfare 2 on your iPhone. This unofficial project takes the open source IW4L engine, which already runs on PC, and rewrites it in Rust and Bevy to speak directly to iPhone graphics hardware. It does not bundle the game; you point it at your own Steam files on a computer, and it handles the rest. The most surprising part is that complete multiplayer matches with bots actually run right now on the latest iPhones, proving that sixteen year old game logic can still live in your pocket.
π @hackernewsgithubprojects
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π¦ rama-io/mako
Mako: The Launcher That Actually Respects Your Privacy
Mako is the Android launcher that actually respects your privacy by blocking the network at the source. Most phone homes are cluttered with ads and data harvesting, but Mako runs entirely on your device without any internet permission, meaning your data never leaves your pocket. It uses a clean list layout with app groups to keep your screen organized, and it even lets you put your phone to sleep with a simple double tap. Because it is written in native Kotlin, it feels fast and responsive on almost any phone.
π @hackernewsgithubprojects
Mako: The Launcher That Actually Respects Your Privacy
Mako is the Android launcher that actually respects your privacy by blocking the network at the source. Most phone homes are cluttered with ads and data harvesting, but Mako runs entirely on your device without any internet permission, meaning your data never leaves your pocket. It uses a clean list layout with app groups to keep your screen organized, and it even lets you put your phone to sleep with a simple double tap. Because it is written in native Kotlin, it feels fast and responsive on almost any phone.
π @hackernewsgithubprojects
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π¦ enclavum/otaku
otaku: The LLM Frontend for Creative Writing
Your local AI can now write a novel without losing the plot or forgetting who your character is. This free open source tool called otaku turns your computer into a dedicated writing partner that runs entirely on your hardware. The real magic is how it handles memory. As your story gets long, it automatically summarizes the middle parts to save space, but it always keeps your opening and most recent scenes exactly as you wrote them. This means the AI remembers your unique style and the latest details, even if you have been writing for hours.
π° https://news.ycombinator.com/item?id=49220836
π @hackernewsgithubprojects
otaku: The LLM Frontend for Creative Writing
Your local AI can now write a novel without losing the plot or forgetting who your character is. This free open source tool called otaku turns your computer into a dedicated writing partner that runs entirely on your hardware. The real magic is how it handles memory. As your story gets long, it automatically summarizes the middle parts to save space, but it always keeps your opening and most recent scenes exactly as you wrote them. This means the AI remembers your unique style and the latest details, even if you have been writing for hours.
π° https://news.ycombinator.com/item?id=49220836
π @hackernewsgithubprojects