ai
Deterministic browser automation. Works out of the box with Claude/Codex/OpenCode.
Web browsing is continuous and async. Agents think in tools and steps. ABP reformats web navigation into the discrete, multimodal chat format agents know and love.
ABP is a Chromium build with MCP + REST baked directly into the browser engine.
Hide .env secrets from prAIng eyes.
secrets live in local encrypted stores (per project) and are injected directly into apps at runtime, never touching disk as plaintext.
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Semgrep Pro Rules to ensure code using LLMs is following best practices.
Semgrep rules that catch common trust & safety mistakes in LLM-powered applications. Scan any codebase in seconds to find hardcoded API keys, missing safety checks, prompt injection risks, and unhandled errors across all major AI providers.
Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.
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An agent that grows with you.
Install it on a machine, give it your messaging accounts, and it becomes a persistent personal agent that grows with you — learning your projects, building its own skills, and reaching you wherever you are.
The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions. Run it on a $5 VPS, a GPU cluster, or serverless infrastructure that costs nearly nothing when idle. It's not tied to your laptop — talk to it from Telegram while it works on a cloud VM.
Related contents:
- Episode du 7 avril @ Les Technos :fr:.
- Episode 661: Sink Your Claws In @ Linux Unplugged.
- Episode 668: --yolo @ Linux Unplugged.
- E357: Hermes Agent: Agents that grow with you @ Practical AI.
- Hermes Agent : veille technique auto-hébergée avec Matrix, FreshRSS et Firecrawl @ Cryptolab :fr:.
- Episode 677: We Got a Buzz @ Linux Unplugged.
Contracts before code. Tests as law. Agents that can't cheat.
Pact is a multi-agent software engineering framework where the architecture is decided before a single line of implementation is written. Tasks are decomposed into components, each component gets a typed interface contract, and each contract gets executable tests. Only then do agents implement -- independently, in parallel, even competitively -- with no way to ship code that doesn't honor its contract. Generates Python, TypeScript, or JavaScript.
Make your AI coding agent smarter. CLI proxy.
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies.
rtk filters and compresses command outputs before they reach your LLM context. Single Rust binary, zero dependencies, <10ms overhead.
Related contents:
- RTK - Le proxy Rust qui vous fait économiser jusqu'à 90% de tokens @ Korben :fr:.
- #131: News Mai 2026, TypeScript 7 en beta, faux package TanStack et agent Cursor destructeur @ Double Slash :fr:.
- #375.src - RTK: Le coût du token, la nouvelle donne du Dev avec Patrick Szymkowiak @ ifttd :fr:.
- RTK reports huge token savings, but our cost benchmarks disagree @ Quesma.
Codemogger is a code indexing library and MCP server for AI coding agents.
Code indexing library for AI coding agents. Parses source code with tree-sitter, chunks it into semantic units (functions, structs, classes, impl blocks), embeds them locally, and stores everything in a single SQLite file with vector + full-text search.
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MICROSOFT IS DROWNING THE INTERNET IN AI SLOP
A manifesto documenting the systematic flooding of low-quality, synthesized, and unverified content
Anti-scraper challenge for haproxy to stop naughty AI bots.
This is a simple anti-scraper solution for haproxy, using a similar "hashcash" challenge as anubis uses. The goal is to be as simple as possible, so this can be implemented alongside other haproxy rules to control traffic.
The AI Operator Living in Your Web Page. JavaScript in-page GUI agent. Control web interfaces with natural language.
🪄One line of code, turns your website into an AI-native app. Users give natural language commands, AI handles the rest.
The AI-Native Cinematic Studio. A professional Non-Linear Editor (NLE) for filmmakers.
Milimo Video is a state-of-the-art, open-source AI video production studio designed for filmmakers. It unifies the world's best foundation models into a cohesive, professional workflow — running entirely local-first on your own machine.
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macOS menu bar app that exposes Apple's on-device Foundation Models as an OpenAI-compatible local API. Zero cloud. Zero dependencies.
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Threat Designer is a GenerativeAI application designed to automate and streamline the threat modeling process for secure system design.
Threat Designer is an AI-driven agent that automates and streamlines the threat modeling process for secure system design. Harnessing the power of large language models (LLMs), it analyzes system architectures, identifies potential security threats, and generates detailed threat models—empowering developers and security professionals to incorporate security from the earliest stages of development.
Scale Machine Learning & AI Computing.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Open Source Data Labeling.
The most flexible data labeling platform to fine-tune LLMs, prepare training data, or evaluate AI systems. Label Studio is a multi-type data labeling and annotation tool with standardized output format. Label Studio is an open source data labeling tool. It lets you label data types like audio, text, images, videos, and time series with a simple and straightforward UI and export to various model formats. It can be used to prepare raw data or improve existing training data to get more accurate ML models.
Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
AReaL is an open-source fully asynchronous reinforcement learning training system for large reasoning and agentic models, developed by members from Tsinghua IIIS and the AReaL Team at Ant Group. Built upon the open-source project ReaLHF, we are fully committed to open-source principles by providing the training details, data, and infrastructure required to reproduce our results, along with the models themselves. AReaL aims to help everyone build their own AI agents easily and affordably. Our team loves milk tea because it's delicious, customizable, and affordable—we hope you enjoy our project just as much as you'd enjoy real milk tea. Cheers!
🛰 Monitor how many tokens your code and configs consume in AI tools. Set budgets and get alerts when limits are hit.
Token Limit helps you monitor how many tokens your AI context files consume. Set token budgets for your prompts, documentation, and configs, then get alerts when limits are exceeded.
Keep your AI costs predictable and avoid hitting context window limits that break your applications.
The version control system for AI agents. Embeddable version control system for AI agents.
Lix is a version control system that can be imported as a library. Use it to, for example, enable human-in-the-loop workflows for AI agents like diffs and reviews.
The free and open source React Native vibe coding IDE Text to mobile apps in seconds Ask chat anything, and turn your words into iOS, Android and web apps at the same time.
The React Native Vibe Code SDK lets you build text to mobile & web apps in seconds. A full suite of packages to run your your own vibe coding features or platform.
Universal Sandbox Infrastructure for AI Applications.
Securely run commands, filesystems, code interpreters, browsers, and developer tools in isolated runtime environments.
OpenSandbox is a general-purpose sandbox platform for AI applications, offering multi-language SDKs, unified sandbox APIs, and Docker/Kubernetes runtimes for scenarios like Coding Agents, GUI Agents, Agent Evaluation, AI Code Execution, and RL Training.
sub-500ms latency phone agent orchestration. A voice agent framework in ~600 lines of Python.
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The Terminal for Coding Agents.
IDE for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine. Superset is a turbocharged terminal that allows you to run any CLI coding agents along with the tools to 10x your development workflow.
The Cursor for Designers • An Open-Source AI-First Design tool • Visually build, style, and edit your React App with AI.
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An AI-powered sidecar for Pi-hole that classifies the domains passing through your network, lets you review them, and exports a custom blocklist back to Pi-hole. It does not replace Pi-hole — it works alongside it.
Pi-hole handles your DNS blocking as usual. Donut-Hole pulls the domains Pi-hole has seen, classifies them using an LLM, and gives you a UI to review, approve, or block them. Decisions are exported as a hosts-format blocklist you add to Pi-hole. Over time it learns from your decisions using vector embeddings.
Caterpillar is a security scanning library for AI agent skill files (e.g., Claude Code skills) for dangerous or malicious behavior.
Security scanner for AI agent skills. Scans for malicious patterns before you install.
Unmask the hidden before the world does.
An AI-powered agentic red team framework that automates offensive security operations, from reconnaissance to exploitation to post-exploitation, with zero human intervention.
spec-driven, production-ready code generation.
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Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli. TypeScript runtime, CLI, and code-generation toolkit for the Model Context Protocol.
MCPorter helps you lean into the "code execution" workflows highlighted in Anthropic's Code Execution with MCP guidance: discover the MCP servers already configured on your system, call them directly, compose richer automations in TypeScript, and mint single-purpose CLIs when you need to share a tool. All of that works out of the box -- no boilerplate, no schema spelunking.
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The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration
VillageSQL is the Innovation Platform for MySQL. A drop-in replacement for MySQL with extensions for the agentic AI era.
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Instant codebase comprehension for AI coding agents — semantic graph, algorithm anti-pattern detection, architecture health. 56 commands, 22 languages, 100% local.
Roam pre-indexes your codebase into a semantic graph -- symbols, dependencies, call graphs, architecture, and git history -- stored in a local SQLite DB. Agents query it via CLI instead of repeatedly grepping files and guessing structure.
All the AI, on your Mac.
Chat with o3, Claude, Gemini, DeepSeek, and others all at once. The best models, as soon as they come out, in one open source app.
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Learn Languages While You Watch. No More Memorizing.
Turn YouTube, Netflix, and Bilibili into your personal language tutor. Just watch naturally, and let AI help you understand and learn new words instantly.
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Security Scanner for Agent Skills.
A security scanner for AI Agent Skills that detects prompt injection, data exfiltration, and malicious code patterns. Combines pattern-based detection (YAML + YARA), LLM-as-a-judge, and behavioral dataflow analysis for comprehensive threat detection.
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Build your agent team in OpenClaw with one command.
You don't need to hire a dev team. You need to define one. Antfarm gives you a team of specialized AI agents — planner, developer, verifier, tester, reviewer — that work together in reliable, repeatable workflows. One install. Zero infrastructure.
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Context window optimization for LLMs. Reliable LLM outputs start with clean context.
A reliability layer for LLM context. Deterministic deduplication that removes redundancy before it reaches your model. Less redundant data. Lower costs. Faster responses. More efficient & deterministic results.
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The bridge between Burp Suite and modern AI.
Burp AI Agent is an extension for Burp Suite that integrates AI capabilities into your security workflow.
Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more
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Create executable demo documents that show and prove an agent's work.
Showboat helps agents build markdown documents that mix commentary, executable code blocks, and captured output. These documents serve as both readable documentation and reproducible proof of work. A verifier can re-execute all code blocks and confirm the outputs still match.
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Shannon is your fully autonomous AI pentester.
Shannon’s job is simple: break your web app before anyone else does. The Red Team to your vibe-coding Blue team. Every Claude (coder) deserves their Shannon.
Fully autonomous AI hacker to find actual exploits in your web apps. Shannon has achieved a 96.15% success rate on the hint-free, source-aware XBOW Benchmark.
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Agentic AI Infrastructure for magnifying HUMAN capabilities.
PAI is a Personalized AI Platform designed to magnify your capabilities.
It's designed for humans most of all, but can be used by teams, companies, or Federations of Planets desiring to be better versions of themselves.
The scale of the entity doesn't matter: It's a system for understanding, articulating, and realizing its principal's goals using a full-featured Agentic AI Platform.
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Agent Skills are folders of instructions, scripts, and resources that AI agents can discover and use to perform at specific tasks. Write once, use everywhere.
Codex uses skills to help package capabilities that teams and individuals can use to complete specific tasks in a repeatable way. This repository catalogs skills for use and distribution with Codex.
Read Smarter with AI.
A modern, cross-platform, and free AI RSS reader.
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AI-powered subdomain enumeration tool with local LLM analysis via Ollama - 100% private, zero API costs.
God's Eye is a powerful, ultra-fast subdomain enumeration and reconnaissance tool written in Go. It combines multiple passive sources with active DNS brute-forcing and comprehensive security checks to provide a complete picture of a target's attack surface.
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Autonomous AI Agents for Infrastructure. Claude Code for infrastructure. Debug, act, and audit everything Fluid does on your infrastructure.
Fluid is a terminal agent that do work on production infrastructure like VMs/K8s cluster/etc. by making sandbox clones of the infrastructure for AI agents to work on, allowing the agents to run commands, test connections, edit files, and then generate Infra-as-code like an Ansible Playbook to be applied on production.
Production-ready, Dockerized MCP (Model Context Protocol) servers for offensive security tools. Enable AI assistants like Claude to perform security assessments, vulnerability scanning, and binary analysis.
Kubernetes-native AI serving platform for scalable model serving.
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Most RAG implementations struggle in production because teams focus on model selection and prompt engineering while overlooking the fundamentals: measurement, feedback, and systematic improvement.
This guide presents practical frameworks for building RAG systems that become more valuable over time through continuous learning and data-driven optimization.
Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, debug prompts, and monitor context window usage across your AI development sessions.
tokentap tracks token usage for LLM CLI tools with a live terminal dashboard. See exactly how many tokens you're using in real-time.
This is a public, sanitized version of my Abiverse repository for people to use and run their own Abes.
Volition (fondly referred to me as the Abiverse) is a self-hosted, multi-agent system designed to run persistent, self-replicating autonomous LLM-based agents ("Abes") inside isolated Linux containers. These are not chatbots, but I have aimed for them to be long-lived system processes with memory, tools, and constrained authority over real machines. These are supposed to be the 'semi-intelligent layer' between you and your homelab.
Volition has been running continuously in my personal infrastructure with multiple agents for more than a month now. However, this public release is new and has not yet been exercised end-to-end by external users. Expect rough edges in: setup and documentation flow, first-run ergonomics, and non-default configurations Core architecture and invariants are stable, but installation paths will be refined over the next few days as this release is tested in the open.
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Query your data in plain English.
Turn natural language questions into SQL queries with a small, local model that matches cloud LLM accuracy.
We fine-tuned a small language model to convert plain English questions into executable SQL queries. Because it's small, you can run it locally on your own machine, no API keys, no cloud dependencies, full privacy. Load your CSV files, ask questions, get answers.
Why tell Claude what to do when you can tell Claude to tell Claude what to do?
Multiple Claude Code agents. One repo. Controlled chaos.
multiclaude spawns autonomous Claude Code instances that coordinate, compete, and collaborate on your codebase. Each agent gets its own tmux window and git worktree. You watch. They work. PRs appear.
Human-like Document AI
PageIndex is a vectorless, reasoning-based RAG engine that mirrors how humans read, delivering traceable, explainable, and context-aware retrieval, without vector databases or chunking.
AI Code Security Anti-Patterns distilled from 150+ sources to help LLMs generate safer code.
A comprehensive security reference distilled from 150+ sources to help LLMs generate safer code.
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This repo contains the SDK and specification for MCP Apps Extension (SEP-1865).
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Figma to React Converter.
Transform your Figma designs into production-ready React components with Tailwind CSS automatically.
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
PaddleOCR is an industry-leading, production-ready OCR and document AI engine, offering end-to-end solutions from text extraction to intelligent document understanding
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Cowork-like experience in the browser using filesystem api.
An AI-powered file system manager built with the File System Access API. Co-do lets you select a folder on your local machine and use AI to perform operations on the files within.
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Personal AI Assistant. The AI that actually does things. Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
Clears your inbox, sends emails, manages your calendar, checks you in for flights. All from WhatsApp, Telegram, or any chat app you already use.
Clawdbot is a personal AI assistant you run on your own devices. It answers you on the channels you already use (WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, Microsoft Teams, WebChat), plus extension channels like BlueBubbles, Matrix, Zalo, and Zalo Personal. It can speak and listen on macOS/iOS/Android, and can render a live Canvas you OpenClaw Minimum Viable Agent Cheatsheet control. The Gateway is just the control plane — the product is the assistant.
Related contents:
- OpenClaw Security Engineer's Cheat Sheet @ Semgrep.
- Awesome OpenClaw Use Cases @ GitHub.
- « Un désastre se profile à l’horizon » : pourquoi le phénomène Clawdbot inquiète autant qu’il fascine ? @ Numerama :fr:.
- Clawdbot sheds skin to become Moltbot, can't slough off security issues @ The Register.
- clawdbot (moltbot? openmolt?) is a security nightmare @ Low Level's YouTube.
- Episode 652: Have Your Bot Call My Bot @ Linux Unplugged.
- Clawdbot (Moltbot) Has 100K Stars. It Has Zero AI @ Jake Van Clief's YouTube.
- Unless That Claw Is The Famous OpenClaw @ Don't Worry About the Vase.
- OpenClaw is What Apple Intelligence Should Have Been @ Jake Quist.
- Saga OpenClaw (ClawdBot, Moltbot) : enjeux techniques, juridiques et éthiques d’un assistant IA open source @ LinuxFr.org :fr:.
- Episode #126: Natural born SaaS killers @ Changelog & Friends.
- OpenClaw Is a Preview of Why Governance Matters More Than Ever @ CloudBees.
- An AI Agent Published a Hit Piece on Me @ The Shamblog.
- OpenClaw, OpenAI and the future @ Peter Steinberger.
- 🦞 CRACKING THE CLAW @ CTO Lunch NYC.
- #126 - 🤖 News Janvier 2026 : Open Code, Qwen Code et un peu de code @ Double Slash :fr:.
- Pi: The Minimal Agent Within OpenClaw @ Armin Ronacher's Thoughts and Writings.
- AI tool OpenClaw wipes the inbox of Meta's AI Alignment director despite repeated commands to stop — executive had to manually terminate the AI to stop the bot from continuing to erase data @ tom's Hardware.
- OpenClaw’s Top Skill is a Malware that Stole SSH Keys and Opened Reverse Shells in 1,184 Packages @ Cyber Security News.
- Why Trying to Secure OpenClaw is Ridiculous @ aikido.
- The OpenClaw Necropsy: Agency, Apathy, and the Great Enclosure @ the mind of ai.
- OpenClaw Vulnerability Allowed Websites to Hijack AI Agents @ Security Week.
- Running OpenClaw safely: identity, isolation, and runtime risk @ Microsoft Security.
- OpenClaw Surpasses React to Become the Most-Starred Software Project on GitHub @ GitHub Star history blog.
- Meet the Startup That Used AI and OpenClaw to Automate Its Own Developers @ The Wall Street Journal.
- OpenClaw has 500,000 instances and no enterprise kill switch @ Venture Beat.
- OpenClaw Minimum Viable Agent Cheatsheet @ macebake's GitHub Gist.
- OpenClaw Minimum Viable Agent Quick Start @ macebake's GitHub Gist.
- OpenClaw for Dummies @ Tessl.
- #80 - Passing the Gourd @ Linux Matters.
- Inside the OpenClaw Ecosystem: What Happens When AI Agents Get Credentials to Everything @ Permiso.