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Agentic issue remediation

aideveloper-experience
Assess

We are assessing agents that can take small, well-scoped bugs and engineering issues through diagnosis, implementation, deterministic validation, and preparation of a pull request.

Use this technique only for low-risk changes with clear acceptance criteria and automated quality gates. Tests, linters, and type checks must validate the result, and a human must review the change before it is merged or released.