https://www.davidlang.tech/tags/code-review/ Recent content in Code-Review on David Lang Hugo en Sun, 22 Sep 2024 00:00:00 +0000 https://www.davidlang.tech/posts/ai-powered-code-review-integrating-llms-into-dev-workflows/ Sun, 22 Sep 2024 00:00:00 +0000 https://www.davidlang.tech/posts/ai-powered-code-review-integrating-llms-into-dev-workflows/ <p>LLMs can summarize diffs, flag security smells, and suggest tests-but they should augment human review, not replace it.</p> <h2 id="ci-integration">CI Integration</h2> <p>Post PR diffs to an LLM with a structured prompt. Output JSON findings consumed by GitHub Actions or GitLab CI. Fail builds only on high-severity, high-confidence issues to reduce noise.</p> <h2 id="prompt-design-for-reviews">Prompt Design for Reviews</h2> <p>Include: changed files, diff hunks, coding standards doc, and explicit instruction to cite line numbers and avoid nits.</p>