Sandcastle: Orchestrate AI Coding Agents in Isolated Sandboxes
Introduction AI coding agent sandbox orchestration has become essential infrastructure for teams running autonomous code generation at scale. When AI agents modify your codebase, they can introduce breaking changes, install conflicting dependencies, or execute arbitrary commands that compromise your development...
AutoResearchClaw: Autonomous Research Pipeline From Idea to Paper
AutoResearchClaw: Autonomous Research Pipeline From Idea to Paper AutoResearchClaw is a fully autonomous and self-evolving research pipeline that transforms a single research idea into a conference-ready academic paper. Developed by AIMING Lab at UNC, this 23-stage Python pipeline handles everything...
12-Factor Agents: Building Reliable LLM-Powered Software
Introduction The 12 factor agents methodology provides a principled framework for building reliable, production-grade LLM-powered software. Created by Dex Horthy, founder of Humanlayer, this methodology argues that the best AI agents are not autonomous loops that run until they hit...
Taste Skill: The Anti-Slop Frontend Framework That Makes AI Agents Design Lik...
Every AI coding agent can build a frontend. The problem is that they all build the same frontend: centered hero with a purple gradient, three equal feature cards, Inter font on slate-900, and an em-dash in every headline. Taste Skill,...
Oh-My-Pi: AI Coding Agent for Terminal with Hash-Anchored Edits
What Is Oh-My-Pi? Oh-My-Pi (omp) is a terminal-based AI coding agent that takes the standard “LLM in the loop” pattern and adds four distinguishing primitives: hash-anchored edits that prevent concurrent agent runs from clobbering each other, LSP integration so edits...
Anthropic Knowledge Work Plugins: Open Source Plugins for Claude Cowork
Anthropic Knowledge Work Plugins: Open Source Plugins for Claude Cowork Anthropic has open-sourced knowledge-work-plugins, a collection of 11 role-specific plugins that transform Claude from a general-purpose assistant into a specialist for your job function. Built for Claude Cowork, Anthropic’s agentic...
Anthropic Cybersecurity Skills: 754 AI Agent Skills Mapped to Security Framew...
Anthropic Cybersecurity Skills: 754 AI Agent Skills Mapped to Security Frameworks Anthropic Cybersecurity Skills is the largest open-source cybersecurity skills library for AI agents, providing 754 production-grade skills spanning 26 security domains, each mapped to five industry frameworks including MITRE...
SwarmForge: Disciplined AI Agent Orchestration with tmux
Introduction Tmux-based AI agent orchestration has emerged as a practical solution for coordinating multiple AI coding agents without the chaos of unmanaged concurrent workflows. When several AI agents work on the same codebase simultaneously, they overwrite each other’s files, lack...
Understand Anything: Turn Any Codebase Into an Interactive Knowledge Graph
Understand Anything: Turn Any Codebase Into an Interactive Knowledge Graph You just joined a new team. The codebase is 200,000 lines of code spread across dozens of directories. Where do you even start? This is the exact problem that Understand...
ECC - Everything Claude Code: The Complete Agentic Operator System
182K+ stars 28K+ forks 170+ contributors 12+ language ecosystems Anthropic Hackathon Winner ECC (Everything Claude Code) is not just a configuration pack. It is a complete agentic operator system for harness-native work, built by Affaan Mustafa (Anthropic hackathon winner) and...
Snaplii Agent to Merchant Payments: A Safe Tokenized Payment Layer for AI Agents
AI agent payment layer for real-world commerce has been a critical missing piece in the autonomous agent ecosystem. Snaplii addresses this gap by providing a safe, tokenized payment system that enables AI agents to complete real-world purchases through 500+ merchant...
Reversa: Transform Legacy Systems Into Executable Specifications for AI Agents
Introduction Legacy system transformation for AI agents has long been a bottleneck in modernizing enterprise software. Most production systems carry years of accumulated knowledge: implicit business rules, undocumented architectural decisions, and critical logic buried in code nobody wants to touch....