COURSES
Each course teaches one discipline of forward-deployed AI engineering through real customer problems. Everything is free, watchable and readable end to end; repos and labs are optional depth, never a gate.
Learn how to design agents whose work survives failures, restarts, long waits and changing context.
Case studies ResearchClaimsIncident ResponseCoding Agents
Skills DurabilityStateHITLEvaluationObservability
16 modules · 5 industry cases · 14 optional labs · 15-20 h
Learn how to determine whether an AI system is actually improving and safe enough to release.
Take an AI agent from impressive demo to a system that survives identity, permissions, integrations, security review and production traffic.
Work with coding agents as a discipline: specification, repository engineering, parallelism and verification.
The discovery half of the FDE job: turning a customer's ask into a system worth building.
The sequence is deliberate: what practitioners hit after Course 001 shapes Course 002, and so on. Finishing a course and telling us where it hurt is how the catalog grows.