Most code will be written by people who can’t read it. We validate it.

What Optibot checks

1. 01

   Bugs outside the diff.

   You change create. Optibot checks whether update, delete and batch needed the same change.

2. 02

   Multi-model review.

   Your change is not checked by the same reasoning twice.

3. 03

   No file cap.

   A 400-file migration reviews like a 4-file fix.

4. 04

   Cross-repo context.

   A change in one service is checked against the service consuming it.

5. 05

   Memory that compounds.

   Feedback your team acts on before merge shapes every review after it.

6. 06

   Engineering Insights.

   Cycle time, deploy frequency and where engineering time goes, per team.

Optibot reviews where you already work: GitHub, GitLab, VS Code, Cursor, Claude Code, the CLI and MCP. See integrations