I stopped reviewing PRs after 8 PM: How an open Gemma agent audits diffs while I sleep

Описание и применение

Автоматический агент SlothMerge использует локальную модель Gemma 2 для проверки PR‑ов ночью, выявляя ошибки безопасности и логики, экономя время и деньги.

Задача

Engineers often review PRs late at night, leading to fatigue and potential missed defects.

Результат

SlothMerge audited 3 PRs, caught a personal access token commit, flagged an unescaped SQL query, and approved a refactor, saving time and reducing risk.

Рабочий процесс

• 1. Capture git diff from PR
• 2. Parse diff into files, lines, hunks
• 3. Construct prompt for Gemma 2
• 4. Run inference locally via Ollama
• 5. Format output as Markdown review comment
• 6. Post comment to GitHub PR

Доказательства

SlothMerge is an open-source AI agent powered by Google Gemma 2 and instrumented with Sentry Agent Tracing.

Источник

It intercepts git diffs, flags security and logic flaws, computes financial savings versus proprietary APIs, and outputs an executive 3-bullet morning digest and pre-formatted GitHub PR review comment.

Источник