---
id: "fax_003"
category: "general"
confidence: 1.0
source_file: "deep_think_bridge.py failure 2026-02-20"
---

# fax_003

Never commit a Gemini API script without running it live and confirming that the actual response shape matches what the code expects — especially for Thinking API thought block extraction.
