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Notes from production: agents, learning platforms, and the infrastructure underneath. 2 posts.

Gigan: Turning Cloud Failures into Reproducible Evidence
Inside the architecture of a multi-agent runtime that recreates cloud failures in isolated Floci sandboxes and verifies each repair.

The Salesforce Agent That Actually Works in Production
Converting natural language into SOQL looks simple in a demo and breaks in predictable ways in production. The system-level decisions that made it reliable.