AI coding agents work better when your repo has explicit readiness: declared setup, tasks, checks, workflows, and safe agent boundaries.
AI coding agents are getting better, but a lot of repos still make them start from guesswork.
They land in a codebase and have to infer:
which command installs dependencies
which command starts the app
which services need to be running
Here's the failure mode I keep running into. A team gives a coding agent a repo, a task, and maybe a...
I’ve been thinking a lot about a failure mode in AI-assisted development that does not fit neatly...
Most advice about AI-ready repositories reduces to one move: write a better AGENTS.md. Add context....
Overview For a while, the central question in AI coding felt obvious: Can the model...
A practical guide for AI app builders to give coding agents evidence, repo maps, memory, and verification steps before they touch…
We gave AI agents the ability to write code, run tests, open pull requests, and hand work to each...
