Architecture decisions
Turn product constraints into explicit boundaries, interfaces, and trade-offs.
Production AI, ordered
Design AI systems that survive production.
Build a working architecture practice across retrieval, evaluation, observability, guardrails, and agents—without mistaking framework tutorials for system design.
System path / 01—05
- 01FoundationsFrame the system
- 02RAGGround responses
- 03EvaluationProve behavior
- 04LLMOpsOperate with evidence
- 05AgentsControl autonomy
Every module adds an operational constraint. The path becomes a production system, not a folder of disconnected notes.
How you will learn
Practice the decisions between the diagrams.
Evaluation evidence
Define quality before shipping, then measure what changes in production.
Operational readiness
Design for observability, failure recovery, cost control, and responsible use.
Curriculum preview
One path. Five production concerns.
See the shape of the learning path before signing in. Full lessons, exercises, and progress tracking stay inside the learning workspace.
Read the Sample Lesson Prepare by topic: Interview Questions & Mock Interviews- 01FoundationsFrame the system
- 02RAGGround responses
- 03EvaluationProve behavior
- 04LLMOpsOperate with evidence
- 05AgentsControl autonomy