Deep indexing of the repository structure, historical PRs, and architectural conventions.

Drafting an architectural blueprint and establishing the task contract for execution.

Specialized agents write, modify, and refactor code according to the blueprint.

Running tests, linting, and compiling to ensure the implementation works as intended.

Static analysis, security scans, and peer-review simulation to catch regressions.

Generating commit messages, opening pull requests, and integrating with CI/CD.