#harness-engineering

Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.

Your AI coding agent is only as reliable as the harness around it. Measure that harness in seconds with harness-score.

🔁 Build reliable recurring AI-agent systems: 968 resources, 22 operational patterns, 22 loop contracts, 8 runtime starters, an interactive atlas, and a structured dataset.

Skill repository to enforce Engineering disclipline in coding assistants

A visual harness builder for ai agents

An interactive roadmap for harness engineering — building the agent loop, tool layers, context engineering, memory, retrieval, eval harnesses, and the rest of the scaffolding around modern LLMs.

Voice driven secure workstream management for Claude Code and Codex

Nightshift is an overnight AI agent harness that fixes bugs, manages TODOs, and implements features across your projects while you sleep, with a morning digest waiting when you wake up.

Octopus Agent — 基于 Harness 驾驭工程思想的多智能体管控调度框架

Evidence-governed harness engineering for agentic software development — mechanical gates over model consensus. Working paper + artifacts.