Theory to Production
P0Depth:
Translating research, prototypes, and specifications into production systems through phased implementation, validation gates, and progressive complexity management.
Harness Layers
Meta
Meta (principles / narrative / research)
Prompt
Prompt (templates / few-shot / system instructions)*
Orchestration
Orchestration (chaining / routing / looping)*
Integration
Integration (tools / RAG / external APIs)*
Guardrails
Guardrails (output validation / safety checks)
Memory
Memory (context / state / persistence)
Eval
Eval (testing / metrics / iteration)
3 of 7 layers covered
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