📦 spikecalls/flydrones

FlyDrones

FlyDrones is the open-source project that turns a real fruit fly’s brain into a drone pilot. It takes the complete wiring diagram of a male fruit fly’s nervous system, simulates it in your computer, and feeds it to a real drone. The coolest part? The brain doesn't get direct commands like 'fly up.' Instead, it sees optic flow illusions generated by your hand gestures, and its own reflexes decide how to steer. It’s a genuine closed loop of biology and code, proving that a tiny insect brain can genuinely guide a machine. If you love the intersection of neuroscience and robotics, this is the one to check out.

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📦 zhengkid/dream-rsi

How Dream-RSI Lets AI Learn From Its Own Dreams

Dream-RSI is the AI research project that turns past failures into future success. It solves a tricky problem where AI systems waste huge amounts of computer time guessing how to improve themselves. Instead of starting from scratch every time, this system records every step of its previous attempts. It then replays those recorded steps like a video game, allowing the AI to practice and test new strategies without actually running the heavy calculations again. This means the agent can learn from its own history, getting significantly faster and more efficient at finding solutions for complex math and coding tasks.

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📦 yifanzhang-pro/flashreinforce

How FlashREINFORCE Simplifies AI Training

Train language models to act independently without the messy overhead of traditional reinforcement learning. FlashREINFORCE lets you optimize AI agents using just one pass per task, which solves a huge headache for developers. Usually, training these systems requires generating multiple attempts for every problem and waiting for them all to finish, which is slow and wasteful. This project changes that by letting you use a single attempt, then cleverly adjusting the math to fix any outdated information. That means your AI learns from new data the instant it is ready, without getting stuck in a queue. It is a smarter, faster way to teach computers to solve real-world tasks.

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📦 eternity4719/howtolivebetter

How To Live Better: The Cost-Benefit Guide to Life

How To Live Better is the evidence-based life guide that treats your existence as a budget to be managed. It cuts through health noise and legal confusion by listing four hundred and ninety-eight practical actions, each ranked by a simple cost-benefit ratio. The project calculates exactly what you spend in money, time, or effort against what you gain in longevity, financial safety, and personal freedom. It refuses to cite blogs or opinions, relying instead on peer-reviewed journals and official government documents to back up every claim.

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📦 bigpengsays/bigpeng-hot-gzh

BigPeng Hot GZH: 7 Viral Formulas for AI Content

BigPeng Hot GZH is the content toolkit that distills viral AI articles into seven reusable title formulas. It solves the blank-page problem by analyzing over a hundred successful pieces to create a structured guide for WeChat creators. Instead of guessing what will pop, you use proven templates for digital lists or reversal conclusions to craft headlines that actually get clicked. It is a pure strategy pack, helping you pick the right angle before you write a single sentence. It gives you the specific language that drives traffic, so you spend less time brainstorming and more time writing.

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📦 arsumbris/arsumbris

Arsumbris: The IDE That Thinks

Turn scattered markdown notes into a living, typed knowledge graph that AI agents can actually use. Arsumbris is an experimental, malleable IDE designed specifically for structured information rather than just code. It reads your folders of documents and turns them into a live, queryable network where every field is checked for accuracy. This is the big idea: your agent does not just guess what your notes say. It sees exactly what is missing, broken, or connected, and gives you clear feedback. You and your agent can build the same tools and views using the same simple building blocks, creating a shared workspace where data is both read and written safely.

📰 https://news.ycombinator.com/item?id=49688958

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📦 bangtutorial/bang-motion

Bang Motion: AI Motion Graphics

Bang Motion stops your AI coding agent from creating boring slide shows. Instead, it builds full motion graphics that move like real videos with a moving camera and continuous scenes. It turns a simple request into a single HTML file that plays like a video, not a presentation. The project solves the problem of generic, static animations by forcing the agent to follow professional motion design rules. You get openers, promos, and explainers that actually look professional. It works with tools like Claude Code and Cursor. The takeaway is simple: you can now generate cinematic web animations without hiring a designer.

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📦 strategic-automation/violin

Violin: The Pentest Profile That Keeps Your AI Honest

Violin gives you a structured way to run authorized penetration tests using an AI agent, but with strict guardrails so it doesn't just guess. The coolest part? It forces the AI to back up every finding with reproducible proof before it will even let you report it, meaning no more hallucinated vulnerabilities. It acts like a strict supervisor, checking its work against a set of playbooks for things like web app flaws or API issues. If you’re running security tests with AI, this is the difference between a helpful assistant and a reckless one. It’s not about speed; it’s about trust.

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📦 whaleyxbt/patchright-enhanced

How to Pass Cloudflare Like a Ghost

Open a Chrome session that passes Cloudflare and DataDome without breaking a sweat. Patchright Enhanced is a stealth browser toolkit built specifically for penetration testing and quality assurance. It wraps the Patchright engine to give you clean sessions that look indistinguishable from a real human user. The coolest part? It skips the messy JavaScript injection hacks most people use. Instead, it patches the browser engine directly so the automated flags simply don't exist. No more `navigator.webdriver` leaks. It just works. If you need to test your site's defenses, this is your go-to tool.

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📦 isas1/forever-ai-components

Forever AI Components: A UI Library for Bots

Your AI coding assistant usually builds user interfaces by guessing, but Forever AI Components gives it a massive cheat sheet. It contains over six hundred ready-made animated parts, like buttons, loaders, and cool visual backgrounds, each saved as a single, self-contained file with zero external dependencies. This is not just a code library for humans; it is specifically designed for bots. Every component comes with detailed instructions on when to use it and how to safely tweak the colors or spacing. This means your AI agent can search the catalog, pick the perfect piece, and drop it right into your project without breaking anything.

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📦 career-ops-hq/career-ops

The AI Job Hunt

career ops is the local AI agent that turns your terminal into a rigorous job hunting engine. It stops you from wasting hours on bad leads by scanning portals, evaluating every listing, and giving each one a clear score so you know exactly which roles deserve your time. Instead of guessing if you are a good fit, it reads your resume against the job description and tells you the truth before you apply. This shifts the power back to you, ensuring you only chase the opportunities that actually match your career goals. It is the smart, private way to filter the noise and find your next big break.

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📦 manasvinyadav/lucid

Lucid: The Mac App That Knows When Your AI Is Actually Working

Lucid is the Mac menu bar app that finally stops your laptop from sleeping only when your AI coding agent is actually busy. Every other keep awake tool has to guess if work is happening, which means your Mac either never sleeps or wakes up mid build. Lucid listens directly to the coding agent's own events, so it knows the exact difference between the AI thinking and the AI waiting for you to type. It keeps the Mac awake with the lid closed during those long generations, then lets it sleep the second the agent goes idle. No more guessing, no more battery drain, and no more interrupted code builds.

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📦 fast-editor/lynkr

Lynkr: Save Tokens with Smart Routing

Stop burning through your AI credits on basic coding tasks. Lynkr is a smart proxy that sits between your AI tools and the models, acting as a traffic cop for your code. It automatically sends simple questions to free, local models and routes only the hard, complex problems to your expensive cloud subscriptions. The coolest part is how it compresses the massive amounts of data your coding tools send, slashing token costs by over half without you changing a single line of code. It basically makes your AI subscription go further by ensuring you only pay for the heavy lifting.

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📦 calix-l/danks

Danks: The AI That Masters Guandan

Danks is an artificial intelligence engine built specifically to beat humans at the four-player Chinese card game Guandan. The most interesting part is how it handles long-term strategy. In Guandan, playing a cheap card now can accidentally ruin your winning hand later, but Danks learns to see that trap coming. It uses a method called PPO, which is a type of reinforcement learning, to practice against itself thousands of times. This lets it understand which moves preserve its best card combinations for the end of the round. It’s not just a random card picker; it’s a strategic partner that actually thinks ahead.

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📦 agent-sh/agent-workspace-linux

The Agent's Secret Desk

Agent Workspace Linux is the hidden desktop that lets AI agents work without stealing your screen. Instead of hijacking your actual mouse and browser, it spins up a completely private, invisible Linux environment where the agent can open apps, type, and browse safely. You can even pop up a tiny floating window to watch what it is doing and pause it if it gets weird. It is perfect for letting an AI check out a website or run a program without messing up your real files or logged-in accounts.

📰 https://news.ycombinator.com/item?id=48291255

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📦 lfzk550/fanzha-ai-proxy

Fanzha AI Proxy: Chat With China's Anti-Scam AI

Plug your favorite chat tools directly into China’s national anti-fraud AI. The Fanzha AI Proxy server bridges the gap between standard developer tools and a government security system that usually has no public access. It listens for standard chat requests, grabs a secure login session, and streams the AI’s fraud detection answers back in a format your code already understands. This lets you test how a real-world safety model handles tricky scam scenarios. It is a neat way to see how security logic works outside the usual chatbot world. Now you can explore real anti-fraud intelligence without needing complex integrations.

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📦 theoleecj/openjev

OpenJev: Run AI Decisions in Your Browser

Run complex AI decisions on your own hardware, right now. OpenJev is an open-source tool that reads answers directly from a small language model instead of waiting for it to write out a sentence. This skips the slow typing process, making your AI logic roughly five times faster. It’s perfect for testing real-time choices on a single home computer. No cloud servers, no waitlists, just a clean, auditable result on your own screen.

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📦 sarahroselives/dedective

Dedective: Hear Both Sides of Cordless Calls

Dedective is the cordless phone decoder that plays both sides of the call at once. This Linux tool connects to a cheap radio hardware card to listen for old style cordless phones. Instead of just finding a signal, it actually turns the static back into human speech. The coolest part is that it mixes the voice from the base station and the handset into one stream, so you hear the entire conversation happening live. It even follows the call if it jumps to a new frequency. It is a neat way to see how this old technology works right on your computer.

📰 https://news.ycombinator.com/item?id=47475469

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📦 oihalitz/xdp-dns-evadeproxy

Evade Proxy: Bypassing ISP Blocks

Evade Proxy quietly swaps out blocked website addresses in your DNS responses. Your internet provider sometimes blocks entire groups of servers by mistake, taking down hundreds of unrelated sites with them. This project, built for the XDP DNS service, watches for those bad addresses and instantly replaces them with a working neighbor from the same network range. It does this right in the middle of the DNS answer, so your device gets a good address without you ever knowing anything was wrong. The result is simple: websites that disappeared due to a clumsy block just keep working.

📰 https://news.ycombinator.com/item?id=49685280

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📦 azadnaeemi/gt2n

GT2N: The 2nm Chip Blueprint

GT2N lets you design actual chips on the bleeding-edge two-nanometer node without paying a single cent to a foundry. It is an open-source process design kit that gives you the exact blueprints, device models, and standard cells needed to build circuits. The coolest part is that it lets you test different transistor widths and voltages to see how they change your chip’s power and speed. If you are a student or hobbyist wanting to peek behind the curtain of modern chip fabrication, this is your front-row seat to the future. Grab the repo and start building.

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