Engineering Blog

Technical writing from the Toffu team

We Built an AI That Fixes Its Own Production Bugs

Sentry fires, an LLM triages, a sandboxed agent writes the fix and opens the PR. The three-stage pipeline that clears our production error backlog.

Or ArbelFeb 24, 2026
We Taught Toffu to Fix Toffu

When the agent finds a bug in itself, it can now trigger Cursor to fix it. Here's how we wired two AI systems together.

Or ArbelFeb 24, 2026

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