# Documentation for Chainlit developers, contributors, and AI coding assistants. See also: - [CONTRIBUTING.md](../CONTRIBUTING.md) — contribution guidelines - [CHANGELOG.md](../CHANGELOG.md) — release history ## Research Internal notes on CI, tooling, and test layout: - [CI cache optimization](research/ci-cache-optimization.md) - [Copilot type-checking](research/copilot-type-checking.md) - [E2E parallel execution](research/e2e-parallel-execution.md)