deepsense.ai lists ten coding agent harness patterns for real code repositories

Ten harness patterns that you can apply to a real repo

deepsense.ai has written up ten coding agent harness practices meant to make AI-assisted development more reliable through repository knowledge, just-in-time context and verification feedback. The team tested them with Codex and Claude Code. It recommends a short AGENTS.md that links to deeper docs, code organized by task with tests and past decisions, and shared verification commands for humans, agents and CI.

Why it matters: The post turns hands-on coding agent experience into repository docs, task-scoped context loading and a bounded verification loop, so repeated mistakes become maintainable tests and rules.