Agentic dev environment for DevPods, Codespaces & Rackspace Spot — one-command setup of Ruflo orchestration (215+ MCP tools, 60+ agents upstream).

🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether you're a developer or not (no API key needed).

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

Observability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy enforcement. 40 built-in policies, a local dashboard, no account required with a generous free cloud plan

Replace chaotic AI code generation with a disciplined, spec-driven workflow. SDD Pilot enforces structured development phases and quality gates, leveraging AI agents to conduct online research for best practices and plan your architecture before a single line of code is written.

Claude Code for Financial Market

Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.

Unified AI Development Framework - BMAD phases with Ralph execution loop

Cofounder is a project harness that turns your AI coding agent into a technical cofounder.

SAW — SAFe Agentic Workflow AI Agent Harness for Multi-Agent Team Workflows Built on SAFe methodology (Scaled Agile Framework), adapted for AI agent teams (Now With AI-DLC!) Works for any team with repeatable processes: Software, Marketing, Research, Legal, Operations.

Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters

Git. Ship. Done - Core

Comet: agent skill harness for turning ideas into evaluated workflows

💾 MOI: agent-agnostic generative UI workspace. Give your agent a skill and let it build software around itself.

A provider-agnostic scaffolding kit for running structured multi-agent workflows in your codebase.

A kit for building with AI agents and also the engineering patterns around it.

Public results and task definitions for FrontierHarness Eval

Our agent harness: Skills, plugins, hooks, and utilities to improve the quality of your agent.

A thin orchestration dashboard over Claude Code for managing context, automation, and developer headspace. You need tentacles. 🦑

The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Development Lifecycle)

YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.

Threat hunting command system for agentic IDEs

Containment for AI agents - user isolation, sandboxed execution, network controls, backup/rollback. TLA+ verified.