Agent Readiness
- Source
- factory.com
- Author
- Factory News
- Date
Context
Factory's Readiness report turns repository preparation into checks a team can inspect and fix. It evaluates criteria across eight technical areas, such as whether the linter is configured, branch protection is enabled and tests can run locally. Each criterion is pass or fail, and unlocking a maturity level requires passing 80% of that level's criteria and all earlier ones. The report can then launch an agent to open a pull request fixing failing criteria, including adding a missing AGENTS.md file, configuring linters or setting up pre-commit hooks. Its useful output is a prioritized list of environment gaps; the maturity level reflects Factory's own assessment framework, and Factory says LLMs perform the . Readiness announcement
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
- eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
articleIntroducing Agent Readinessfactory.ai
- clipAgent readiness is a count of deterministic validation loopsAI Engineer
articleREAP: Automatic Curation of Coding Agent Benchmarks from Interactive Production UsageSmriti Jha, Matteo Paltenghi, Chandra Maddila, Vijayaraghavan Murali, Shubham Ugare, Satish Chandra
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