📦 jacckma/pipo_verl

pipo_verl

Large language models can now dynamically adjust their own learning pace during reinforcement training by analyzing their own real-time progress. The pipo_verl repository introduces a plug-and-play training framework that fine-tunes artificial intelligence policies using direct closed-loop feedback. Instead of relying solely on static rewards, it measures performance gains between training runs to selectively boost or suppress learning signals on the fly. This adaptive approach works across complex mathematical reasoning, competitive programming, and tool-use tasks. By adding this layer of self-correcting feedback, developers can train smarter, more resilient models that actively correct their course during the training cycle.

🆔 @hackernewsgithubprojects

📦 opensandbox-group/opensandbox

OpenSandbox

Run untrusted code and heavy-duty browser automation securely inside isolated containers without risking your host machine. OpenSandbox gives you a ready-to-go runtime designed specifically for AI agents, packing everything from python code execution to full desktop VNC environments into protected sandboxes. Instead of worrying about an AI accidentally deleting your files or leaking api keys, this platform keeps everything locked down using strong container isolation. It even features a built-in credential vault to inject secrets safely. Grab their command line tool or multi-language SDKs to spinning up isolated environments instantly. Check out opensandbox and build safer AI apps today.

🆔 @hackernewsgithubprojects

📦 tnm/zclaw

zclaw

Run a personal artificial intelligence assistant directly on a tiny microcontroller. With zclaw, you can flash a complete voice and text agent onto inexpensive boards like the Seeed Studio Xiao, keeping the entire footprint under eight hundred eighty-eight kilobytes. Instead of managing complex servers, this firmware lets you interact with models from OpenAI, Anthropic, or local endpoints like Ollama over Telegram. From there, you can use natural language to control physical pins, schedule tasks, read temperature sensors, and even write persistent memory. It is a incredibly clever way to bridge cloud intelligence with real-world physical hardware.

🆔 @hackernewsgithubprojects

📦 hackingdave/btrpa-scan

btrpa-scan

btrpa-scan is the Bluetooth scanner that unmasks devices trying to hide behind randomized addresses. When nearby gadgets rotate their MAC addresses using privacy protocols, this clever tool uses identity resolving keys to decode and track them in real time. It is perfect for hunting down specific hardware, showing you estimated distances, signal history, and even pinpointing locations with GPS integration. You can watch it all unfold on a beautiful, matrix-themed browser radar screen with live signal sparklines and proximity alerts. It is the ultimate playground for anyone curious about the invisible wireless traffic buzzing all around us.

🆔 @hackernewsgithubprojects

📦 a-streetcoder/agent-deck

Agent Deck

Running terminal coding assistants on a Mac usually means dealing with messy web interfaces or tracking hidden changes. Agent Deck solves this by wrapping the Pi coding assistant in a completely native macOS desktop workspace. Built natively with Swift and SwiftUI, it lets you visually track what your agent is doing in real time. You can organize parallel tasks, manage custom skills, and see exactly which files are being modified before any writes happen. It is a clean, visual command center that gives you total control over terminal-based AI coders without the clutter.

📰 https://news.ycombinator.com/item?id=48361456

🆔 @hackernewsgithubprojects

📦 missingus3r/friday-showcase

Friday Showcase

Turn your home computer into a completely autonomous AI assistant that runs twenty four seven using nothing but the standard Claude Code command line tool. Rather than wrestling with complex agent frameworks, cloud virtual machines, or custom code pipelines, this clever system uses Telegram to talk to you and a simple local memory server to keep track of conversations. It autonomously runs scheduled jobs, monitors internet feeds, handles voice messages, and even learns from its own behavior over time. It reflects on its mistakes nightly, refines its preferences based on your feedback, and proposes its own system updates for your approval.

🆔 @hackernewsgithubprojects

📦 muratgur/ordinus

Ordinus Local AI Agent Team

Ordinus is the local desktop application that turns your computer into a collaborative command center for artificial intelligence agents. Instead of chatting with a single chatbot in a lonely web window, this app lets you build, schedule, and run an entire team of specialized digital colleagues right on your machine. You can coordinate multiple agents for software engineering, content production, or daily planning, and they will work together, share files, and hand off tasks inside a unified workspace. It is the ultimate way to orchestrate complex background work without sending your private data to the cloud. Give your agents a real desk today.

🆔 @hackernewsgithubprojects

📦 jalonsogo/tui-studio

TUI Studio

You can now design beautiful terminal user interfaces visually using a drag-and-drop layout editor. The tui-studio project is an open-source visual design tool that functions like Figma, but specifically for building terminal layouts. It solves the headache of manually coding terminal interfaces by letting you arrange over twenty different terminal components on a live canvas, complete with custom grids, absolute layouts, and gorgeous real-time ANSI gradient backgrounds. Once your design is complete, you can instantly export production-ready code directly to major terminal frameworks like Ink, BubbleTea, Blessed, and Textual. It is the ultimate playground for crafting terminal interfaces visually before writing a single line of code.

🆔 @hackernewsgithubprojects

📦 harry0703/mangodisk

MangoDisk

Mangodisk is the safety-first disk cleaner that finally prioritizes your data integrity over aggressive space-saving metrics. Built with a fast Rust core and a modern interface, this cross-platform tool scans your system to clear out temporary files, duplicate items, and bulky apps on macOS and Windows. Unlike other utilities that blindly delete files, it uses strict, manually verified rules to target only safe, self-recreating data like package manager caches and build leftovers while protecting your personal files. It is an incredibly smart, visual way to reclaim storage space without worrying about accidentally breaking your operating system. Check it out to keep your drive running smoothly.

🆔 @hackernewsgithubprojects

📦 ryhara/hand_visibility_detector

Hand Visibility Detector

Imagine a camera tracking your hand, but it instantly knows which fingers are hidden behind objects or your own palm. The open source project hand visibility detector makes this a reality by calculating the visibility of every single hand joint in real time. Standard hand trackers easily get confused by self-occlusion, but this system pairs 3D pose estimation with a specialized AI head to predict a visibility score for all twenty-one keypoints. It supports multiple neural network backbones and works directly on images or video. If you are building gesture controls or virtual reality interfaces, check out hand visibility detector on GitHub to make your hand tracking incredibly smart.

🆔 @hackernewsgithubprojects

📦 math-ai-org/mathcode

MathCode AI Theorem Prover

mathcode is the terminal assistant that automatically converts plain English math problems into computer-verifiable proofs. Instead of leaving you to struggle with complex formal logic, this tool translates your natural language descriptions into Lean 4 theorems and works to verify them automatically. Its most impressive trick is the persistent Lean language server, which keeps a mathematical library pre-warmed in the background. This cuts proof verification checks down from a frustrating thirty seconds to a nearly instant fraction of a second, letting you rapidly test and refine strategies without losing your creative momentum. It makes formal mathematical verification accessible and incredibly fast.

🆔 @hackernewsgithubprojects

📦 hairyf/deepseek-harness-desktop

DeepSeek Harness Desktop

You can now run DeepSeek Harness locally on your computer with a single click, completely bypassing the headaches of installing node modules, configuring pnpm, or managing complex Docker containers. This handy tool acts as a native Tauri desktop envelope for the upstream agent platform, automatically provisioning its own isolated Node runtime on your first launch. It operates completely private and offline on your local host, saving all your sessions, profiles, and settings safely on your machine without telemetry. Best of all, it features a self-healing core that checks for and grabs upstream updates every time you open it, ensuring you always have the latest fixes automatically.

📰 https://news.ycombinator.com/item?id=49311914

🆔 @hackernewsgithubprojects

📦 pulsebeat02/yt-media-storage

yt-media-storage

yt-media-storage is the command-line and graphical program that converts any file into video frames for storage on streaming platforms. By chunking raw data and encoding it into lossless video files or live RTMP streams, this utility lets you upload zip archives, documents, or binaries directly to services like YouTube and Twitch. It uses advanced fountain codes to protect your files against the data compression typical of video hosts, ensuring you can decode the stream or file back to its exact original state without losing a single byte. It is an ingenious way to turn unlimited video hosting into your own personal file archive.

🆔 @hackernewsgithubprojects

📦 carpdiem/ember

Ember Nightshift Color Palettes

Ember is the color palette family that finally keeps your screen readable and distinct when your warm night filter kicks in. Most themes look great during the day, but once your screen shifts to a cozy amber glow, different colors collapse into identical, muddy tones. This project solves that by mathematically modeling how blue and green light drop off under night filters. It builds custom, beautiful themes for your terminal, charts, and user interfaces that guarantee your text and data points remain highly readable and visually separate, even under extreme dark filters. It is a brilliant way to save your eyes at night without losing your workspace hierarchy.

📰 https://news.ycombinator.com/item?id=49232870

🆔 @hackernewsgithubprojects

📦 i-can-hack/pdf-mcp

pdf-mcp

Read and analyze complex PDF documents directly through your artificial intelligence assistants with pdf-mcp. This practical Model Context Protocol server connects large language models directly to local PDF files. Instead of struggling with messy text extraction, your AI can now programmatically search through complex datasheets, pull structured tables of contents, and even convert specific pages into clean markdown or high-resolution images. It solves the headache of feeding technical manuals to AI by letting the model extract exactly what it needs dynamically, making document analysis incredibly fast and accurate.

🆔 @hackernewsgithubprojects

📦 telehuman/humanoid_skateboarding

humanoid_skateboarding

Humanoid robots can now shred on a skateboard, successfully carving and pushing through challenging real-world terrain. The humanoid skateboarding codebase, known as Husky, uses advanced reinforcement learning and physics-aware control to teach a Unitree G1 robot how to balance, push off the ground, and steer a skateboard. By simulating complex contact physics in MuJoCo, this project solves the tricky problem of coordinating whole-body balance while interacting with a free-moving board. It is a massive leap forward for dynamic robot agility, showing we can train machines to master highly sensitive, human-like athletic skills.

🆔 @hackernewsgithubprojects

📦 tornikegomareli/talkify

Talkify

Instantly type with your voice on your Mac just by holding down a single key. Talkify is a lightning-fast, completely local dictation app built specifically for modern Apple Silicon Macs running macOS Tahoe. You just hold down the function key, speak, and let go to watch the text appear right where you were typing. Because it runs entirely on your device with no network requests, your voice and data stay completely private. You can even bind a second key to dictate in a second language instantly, with zero lag or guessing. It is the perfect, seamless upgrade to your daily typing workflow.

🆔 @hackernewsgithubprojects

📦 keijiro/jacquard

Jacquard

Build evolving music loops on an infinite virtual plane by stacking musical tiles directly on top of each other. This creative prototype turns a traditional step sequencer into a tactile, puzzle-like playground where you layout lanes of steps anywhere on a flat surface. By stacking gates, parameter locks, and jumps onto your notes, you can transform simple patterns into complex, self-modifying compositions that shift beautifully as they repeat. It features a built-in synthesizer running on a custom audio pipeline and interactive live effects for hands-on jamming. It is a brilliant way to explore procedural music-making without being buried under confusing menus.

🆔 @hackernewsgithubprojects

📦 shadcndashboard/shadcndashboard

shadcndashboard

You can now spin up a gorgeous, production-ready admin panel in minutes without writing any layout code from scratch. The shadcndashboard repository is a free, open-source template that hands you a complete client-side dashboard built on React nineteen and Vite. Instead of just giving you basic buttons, this starter kit is packed with fully functional mini-apps like a blog with a rich text editor, a notes app, and a support ticket system. It even includes tricky things like multi-step login flows, beautiful charts, and built-in dark mode. It is the ultimate shortcut to skip the tedious setup and start building your product immediately.

🆔 @hackernewsgithubprojects

📦 yjh051108/dsh-routing-suite

DSH Routing Suite

Supercharge your AI agent routing by surgically injecting a reasoning mode router directly into your runtime without even needing a restart. The DSH Routing Suite lets you drop in a hot reloadable injector alongside a specialized standard preset that intelligently steers tasks between different agent behaviors. Instead of losing context or getting derailed, it uses clever proximity guiding and anchor points to keep your open-ended tasks completely on track, achieving incredibly high convergence rates. It is the ultimate toolkit for developers who want to experiment with advanced routing presets on the fly and watch their models actually stick to the plan.

🆔 @hackernewsgithubprojects