Havuz

🐴 Prompt-first harness engineering for safer AI coding agent workflows.

Loop engineering for software development. Turn any repository into a self-organizing AI engineering team — 8 specialists, contract-driven,

Spec-driven development and context engineering for Claude Code, Cursor, Codex, and GitHub Copilot — backed by project context in Git.

Agent Harness for long-running agents that remember, continue, and learn from real work.

The coding agent you don’t have to watch. Start a task and walk away. AFK builds the feature, verifies its own work, and texts you when it’s

Agent-first Rust/Axum backend harness for SDD-driven Clean/Hexagonal/DDD services, ECS-style runtime composition, counter-service reference

A Git-native knowledge layer for your team — and a set of tool suite that keeps it alive.

AI Harness Engineering Template — guardrails, gates, and boundaries for AI coding agents. One-command install. Zero dependencies.

Skill repository to enforce Engineering disclipline in coding assistants

The complete toolkit for building AI agents in JavaScript. Lightweight core, React & Terminal UIs, autonomous runtime, tools, skills, memory

Simple Long Horizon Agent - A simple yet effective AI agent for learning, experimentation, and long horizon work.

The missing tool to sift your Claude Code sessions: regex search across all record types, recover files, extract images, inspect subagent to

《智能体工程：从一句话到一个闭环》（Prompt · Context · Harness · Loop），本书将大语言模型驱动的智能体系统拆解为四种递进的工程范式，四种范式从 Token 到 System，从一次调用到完整的自主闭环，构成了智能体系统的完整工程视图。

基于pi agent core构建的harness agent

Self-improving agent harness for ChatGPT and Codex on Mac. #1 on AssistantBench. On-disk memory, privacy zones, verified completion.

The agent loop for Python. Your harness, any model.

chatablex AI Agent.

《Harness Engineering实战：构建可靠的生产级AI Agent》配套代码仓库

Open-source, self-hosted AI-assisted operations for Kubernetes and Linux. Start here for source, architecture, deployment, and contributions

A desktop SQL learning workspace that brings local SQLite, an AI tutor, visual schemas and hands-on practice together through a coordinated

The agent that learns how you decide - and proves it by never deciding for you. A local-first, loop-native runtime for a team of AI agents o

Composable harness runtime for production agents — primitives, traces, evolution, outerloop governance.

Work less, produce more, Be lazy. The-LazyIDE is the desktop AI IDE built for lazy-smart engineers: a LazyManager who plans and orchestrates

Inference-native Tokenmaxxing Agent Harness for Loop Engineering

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Open-source desktop AI agent that gets work done — plans & self-corrects, agentic visual workflows, generative UI, and 100+ offline tools in

AI-powered QA agent for VS Code. Analyzes code changes, generates test plans, runs real browser tests, and delivers evidence-backed merge ve

Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked mark

OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundaries, command evidence, verification gates, impact a

A work-centered runtime for agentic software engineering. Work persists; agents, context, and graphs assemble around it.

Starter kit for building an agent harness, the map, guardrails, and feedback loops that let AI agents ship software reliably.

The first AI plugin that speaks first. Code-enforced learning + active forgetting + PAC (Proactive Accountability Challenge). Works with Cla

Cross-platform AI agent harness for 12+ hour autonomous development cycles. Spec-driven, DAG-orchestrated, with a 3-critic evaluation pipeli

Mexus is a local web console for managing multiple CLI AI Agent instances in parallel.

A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable

Build a coding agent from scratch, one harness primitive at a time. 15 chapters (ch-00..ch-14), each green on two gates.

Map, inspect, and audit AI-agent markdown ecosystems (skills, agents, commands, hooks) as a graph.

Open-source Environment toolkit of claw-like agents, support task/harness generation and evaluation

Idea-to-store autonomous harness for Flutter/Flame games across Claude Code, Antigravity, and Codex. Automates research, planning, design, g

《从0开始构建 AI 智能体》 一本带你亲手打造属于自己的AI Agent 的实战书

The DeepSeek and OpenRouter Harness built on Elixir

Self-hosted 多用户 WeChat / 微信 AI 智能体控制台，支持 Web 管理、Docker部署、MCP、Skills、记忆、定时任务、沙盒执行和长期运行，支持分享AI Bot给团队成员。

A cross-platform agent framework and samples, support on Windows/MacOS/Android/iOS/HarmonyOS

Harness Engineering Practice: PRD Driven Development Framework

Production-grade software delivery for coding-agent teams on Multica — dynamic planning, deterministic execution, verifiable delivery.

A cloud-based kanban tool for managing fully containerized coding agents that run 24/7 to handle assigned issues.

An AI agent for your desktop and terminal.

Research-backed Harness Engineering study repo with a runnable Python MVP built around Plan -> Work -> Review.

Official implementation of “Harness Optimization for Agentic Multi-Reference Image Generation”

Nausicaa treats an Agent run as a dynamic topology of Lanes rather than one fixed linear loop. The model can decide when to observe, fan out