Built by engineers who ship retrieval at scale
We've debugged RAG systems at 3am. We've optimized for cost, compliance, and quality in production. This course is what we wish we had when we started.
Our Philosophy
Production-First
No theoretical fluff. Every lesson based on real production systems serving millions of queries.
Enterprise-Ready
Security, compliance, observability, and cost optimization from day one.
Engineer-Led
Built by engineers for engineers. Clear explanations, no hand-waving.
What Makes Us Different
Most RAG courses teach you to build toy demos with 100 documents. We teach you to ship systems that handle:
- 10M+ documents with incremental updates
- Row-level security and audit logs
- Sub-second latency at 10K concurrent queries
- Cost optimization for $100K+/year embedding bills
- Automated evaluation and regression testing
- GDPR, SOC 2, and compliance requirements
Our Approach
Start with constraints: Every system has latency, cost, security, and quality constraints. We design for them from the start.
Measure before optimizing: Instrument everything. Let data guide your optimization efforts, not intuition.
Ship iteratively: Start with MVP, measure quality, iterate weekly. Perfect is the enemy of shipped.
Ready to build?
Enroll in our next cohort and ship your first production-ready retrieval pipeline.