Harness Engineering is a retrieval-optimized anthology, field guide, and agent context bundle for improving AI coding-agent performance. It treats the model and agent as fixed while strengthening the surrounding context, tools, constraints, and proof mechanisms. The repository organizes developed arguments, practical cases, source evidence, evaluations, and reusable playbooks into distinct layers. Its agent guide routes each task to the smallest relevant set of materials instead of loading the entire corpus. The playbooks help teams improve one representative workflow, review repository readiness, and compare changes over time. The project emphasizes reliability, security, maintainability, compatibility, authority, and cumulative organizational learning. It is designed to help agents recover intent, operate real systems, verify results, and leave future runs better prepared.

Features

  • Retrieval-optimized context bundle
  • Agent-specific task routing
  • Harness improvement playbooks
  • Repository readiness reviews
  • Comparative behavior evaluations
  • Traceable source provenance

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Categories

AI Agents

License

Creative Commons Attribution License

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Additional Project Details

Programming Language

Python

Related Categories

Python AI Agents

Registered

2026-07-27