📦 firelex/jeff

Jeff: The Tiny AI Classifier That Decides in Milliseconds

Jeff is the ultra-fast decision engine that turns plain English into instant, confident choices without generating any text. You simply describe a situation and list your options, and Jeff returns a calibrated probability for each one in a single pass. This is what makes it perfect for routing support tickets, moderating content, or handling voice commands where speed is everything. On a standard workstation GPU, it answers in about twenty-two milliseconds, making it incredibly fast and easy to slot directly into your own code. Because it relies on a single forward pass rather than complex reasoning, it handles classification tasks with surprising accuracy and zero parsing overhead.

📰 https://news.ycombinator.com/item?id=49883844

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📦 michaelkinsy/pig

Pi: The Go Port of the Pi Coding Agent

Pi is a complete Go implementation of the Pi coding agent, originally built in TypeScript. It is not a rough translation or a partial rewrite, but a strict port where the original behavior is the contract. The goal is to run the same agent logic in Go, preserving every detail of how the original works. This matters because it proves the agent is language agnostic and allows developers to use a single, reliable backend across different systems. It is a clear example of faithful code migration, showing that complex tools can move between languages without losing their core identity.

🆔 @hackernewsgithubprojects

📦 qwdwqfwq/topconf-paper-figure-gallery

Top-Conf Figure Gallery: See How Top Researchers Design Figures

Three thousand five hundred sixteen hand-selected title figures from the biggest artificial intelligence conferences in the world are now available in one searchable place. The Top-Conf Figure Gallery is not just a folder of images, but a study guide for scientific communication. It filters out messy default charts to show you the clean, professional diagrams that win awards. You can search by conference or year to find exactly how top teams visualize their complex ideas. This is the perfect reference for any researcher who wants their paper to look as sharp as the industry leaders.

🆔 @hackernewsgithubprojects

📦 ng-native/ng-native

Angular Native: Real Native Views, No React

Angular components can now render as actual native views on phones without touching React at all. This project, called Angular Native, hooks directly into the underlying rendering engine so that your code builds real operating system elements instead of simulated web pages. You write standard Angular components and styles, but they compile into genuine mobile interface parts. The result is an app that feels and performs like it was written specifically for the device. It solves the problem of web frameworks feeling out of place on mobile. If you are building cross-platform apps, this is the bridge you have been waiting for.

🆔 @hackernewsgithubprojects

📦 grmchn/dopa-drill

Dopa Drill: The Math Game That Gets Louder

Solving math problems usually feels static, but Dopa Drill turns every correct answer into a loud, visual explosion. This browser-based tool acts like a math drill where the screen gets more chaotic and the sound gets louder the more you get right. It is built for elementary school students who need to practice their arithmetic, offering a unique twist where the game itself amplifies based on your performance. Instead of a quiet worksheet, you get a party of effects and audio that grows with your success. This makes practicing basic math feel like a game show rather than a chore.

🆔 @hackernewsgithubprojects

📦 backnotprop/bro

Bro: The Anti-Confusion Plugin for AI

Bro is the AI companion that finally keeps you and the code in sync. When your AI assistant starts speaking in jargon or drifting off-topic, Bro steps in to translate. It forces the AI to repeat your request in plain English, ensuring you both agree on the goal before a single line of code is written. It even spins up a fresh, unbiased agent to check decisions, stripping away any bias from the current chat. It’s like hiring a translator who actually understands the project. If you are tired of AI hallucinations or confusing outputs, this is your sanity check. It turns chaotic coding sessions into clear, manageable steps.

📰 https://news.ycombinator.com/item?id=47870583

🆔 @hackernewsgithubprojects

📦 uw-syfi/vibesys

Can AI Agents Build Bespoke Systems? Vibesys

Vibesys lets AI agents build custom software systems by orchestrating specialized coding and profiling tools to iteratively optimize performance. This project solves the problem of creating tailored, high-performance applications by allowing developers to define unique skills and agents that work together in a sandboxed environment. It is useful because it moves beyond generic prompts, enabling precise control over how AI agents handle specific technical tasks like microservice optimization or serving systems. The most interesting part is its ability to evolve code through hypothesis testing and real-time profiling, essentially teaching the agents to improve their own work.

📰 https://news.ycombinator.com/item?id=48096598

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📦 aitofound/scienceide

ScienceIDE: The Virtual Lab for AI

ScienceIDE turns the world's most complex scientific code into a safe playground where artificial intelligence can practice doing real research. Instead of just reading about chemistry or physics, these agents run actual simulations in a sandbox, learning from their mistakes without breaking anything. This project solves the problem that AI models struggle to apply theoretical knowledge to practical scientific tasks. By creating these learnable environments, we can build AIs that genuinely understand how to run experiments and analyze data, not just talk about science. It’s a big step toward having a digital lab partner that can handle the heavy lifting of discovery.

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📦 hokindeng/object-permanence

Object Permanence in World Models

Object permanence is the computer vision framework that finally teaches artificial intelligence that physical things still exist even when they are hidden from view. While typical video models easily lose track of objects the second they slide behind an obstacle, this clever project provides a complete physical data factory using over one hundred fifty specialized Blender simulations to generate complex, occluded scenarios. By training a lightweight video model on this dataset using AWS Trainium chips, it teaches the AI to accurately predict where hidden objects are and when they will reappear. It is a brilliant, open-source leap toward giving AI actual common-sense intuition about the physical world.

🆔 @hackernewsgithubprojects

📦 dzhng/jevgrep

Jevgrep: Find Code by Asking

Jevgrep is the command line tool that lets you find code by simply asking what it does. Instead of guessing file names or hunting through folders, you just describe the behavior you need in plain English. It then scans your project and hands back the exact files and code snippets responsible. This is built specifically to help coding agents skip the expensive guessing phase and jump straight to writing the fix. If you are using AI to write code, this tool saves you time and money by giving your agent the right context immediately. It is a clever, practical way to stop searching and start building.

🆔 @hackernewsgithubprojects

📦 rodmena-limited/stabilize

Stabilize

Build rock-solid automated pipelines that never break when orchestrating complex AI agents. This Python tool gives you an incredibly lightweight workflow engine that coordinates tasks using structured diagrams, making sure everything runs in the exact order you need without heavy overhead. While standard tools are either too simple or way too bloated, this one hits the perfect sweet spot with transactional safety, built-in circuit breakers, and automatic retries. You can even pause for human approvals, stream live data, or replay events like a time machine to squash bugs. It is the ultimate reliable backbone for your next smart agent system.

🆔 @hackernewsgithubprojects

📦 angusdevgo/seep-tool

Seep Tool: The Ultimate Client-Side Security Auditor

Seep Tool is the Windows security workbench that turns client-side enforcement flaws into a solvable puzzle. It targets the specific vulnerability where apps rely on their own code to verify licenses, bypassing proper server-side checks. The tool automates the entire process, from detecting installed software to applying precise patches that unlock premium features without touching the original binaries. It even handles the tricky part: a one-click restore function that returns your system to a pristine state, wiping all traces of the modification. This makes it a fascinating sandbox for developers to understand how these local authorization systems actually break down.

🆔 @hackernewsgithubprojects

📦 blacklabelhq/symphonyrecomp

Castlevania on PC? SymphonyRecomp

Run the classic PlayStation hit Castlevania: Symphony of the Night directly on your modern computer with SymphonyRecomp. This open beta project recompiles the original game code to work with current hardware, fixing the awkward limitations of older consoles. The standout feature is the new extended screen support, which lets you see more of the castle without enemies or objects popping in and out at the edges. It is a human-made effort that brings the beloved title to modern machines without needing a virtual machine. It is still in beta, so expect a few bugs, but it is a huge step for fans wanting a smoother experience.

🆔 @hackernewsgithubprojects

📦 jiarui-0410/multimodal-product-discovery

Multimodal Product Discovery

A fashion search engine that understands the difference between a red shirt and a red dress is a surprisingly difficult engineering problem, and Multimodal Product Discovery tackles it by learning from how real people behave. Instead of just matching keywords, this system builds a unique profile for every user by watching what they click, like, or buy, then combines that personal taste with visual understanding to re-rank results. It proves that adding this layer of personal preference dramatically improves the accuracy of what shows up at the top of your feed.

🆔 @hackernewsgithubprojects

📦 louis-cfm/coucou

Coucou: The Mochi Notch Companion

Coucou is the desktop companion that turns your screen edge into a live control center for your AI agents. It solves the annoying problem of constantly switching windows to check if your coding assistant needs permission or has finished a task. Instead of a silent process running in the background, you get a tiny, animated character named Mochi that lives right in your notch or at the top of your screen. Mochi actually looks around, blinks, and waves, but the real magic is that it instantly shows you exactly what your AI is doing.

🆔 @hackernewsgithubprojects

📦 outsideglutweezers/discord-nitro-generator

Discord Nitro Generator: A Security Warning

Discord Nitro Generator is a supposedly open source tool that promises to automatically find and claim free Discord Nitro gift codes. However, the repository is a major red flag because it instructs users to download and run a suspicious script from an unknown external website. The setup guide even tells people to turn off their antivirus software, which is a classic sign of a malicious program. This project does not provide a legitimate way to get free rewards; instead, it likely exposes your computer to viruses or account theft. Do not run the provided commands or download anything from the linked domain.

🆔 @hackernewsgithubprojects

📦 treapgogo/deepseek-whale-girl

Deepseek Whale Girl: The Ultimate AI Meme Hub

Grab the exact recipe to generate the viral blue whale girl, the internet’s newest mascot. This open source hub collects every reference image and AI prompt needed to recreate that specific chibi or mature character look, solving the headache of finding scattered fan art online. It’s basically a central library for all the meme culture surrounding the AI company’s mysterious persona. If you want to make your own version or just see what the community is creating, this is your one stop shop for the art and the tools to make it. Your new favorite internet mascot is officially open for business.

🆔 @hackernewsgithubprojects

📦 yym8224961/world.execute-me-ascii

World Execute Me ASCII Terminal Player

You can play a full music video directly in your Mac terminal using only text characters. This project turns the song World Execute Me by Mili into a live console animation that syncs perfectly with the audio and subtitles. It solves the problem of needing a heavy video player by using a single file that works entirely offline. The animation is driven by the system audio clock, so the text visuals move exactly when the music hits. It is a personal archive built for macOS, meaning you get a crisp, synchronized experience without any internet connection or external files.

🆔 @hackernewsgithubprojects

📦 yeje-cpu/seecut

SeeCut: The AI Editor That Watches Its Own Work

Take a plain talking-head clip and watch it transform into a polished short with motion graphics. SeeCut is an AI editor that actually watches its own output to find flaws and improve the cut. Instead of relying on static frames, it uses video-native AI to review pacing and motion directly, ensuring the final result is genuinely better than the draft. It even hunts for real screenshots to back up the speaker’s points, so the footage feels grounded and rich without extra B-roll. It’s a smart loop of seeing, cutting, and refining that hands you a professional-looking edit in just a few minutes.

🆔 @hackernewsgithubprojects

📦 browser-use/bux

Bux: Your 24/7 Browser Agent

Turn a cheap server into a personal assistant that browses the web for you. Bux installs a real browser onto any Ubuntu machine, keeping your login cookies and session history safe on your own hardware. You simply text your agent through Telegram, and it handles the rest. The best part? When it hits a login wall or a captcha, it pauses and sends you a live view link so you can take over manually. No brittle scripts, just a helpful partner. It is the easiest way to run a private, always-on browser agent that respects your data and your time.

🆔 @hackernewsgithubprojects