how-toai-fix
From findings to fixes: the self-healing PR flow
The Impact Team·August 20, 2026
Finding an issue is the easy half. Impact does the other half.
For supported rules, Impact generates a fix from the code context, runs it through a verification step, and can open a pull request with the change and the verdict attached. You review a pre-checked proposal instead of starting from a red flag.
Best practice: enable auto-fix for the mechanical, high-confidence rules (secrets moved to env, obvious injections parameterized) and keep human review for the design-level findings. Pair it with a quality gate and your baseline improves on autopilot while your team spends its attention where judgment actually matters.
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