Scaling to 200+ tools without route failures: Playbooks over model improvisation

styleforge-io · reddit · 2026-08-17

The author shares two years of building a creative OS for agencies, now with 200+ tools and 500+ APIs. They found that model-improvized routes cause compounding errors. Solution: 150+ written playbooks defining steps, order, tools, and done criteria. System organized into three lanes (creative, intelligence, account) to narrow decisions. Two limits: can't fix silent tool failures, and index must be in the path. Asks community for solutions to multi-step tool call issues.

Original post →

More from coding & agent

coding & agent channel →