The 6-Week Prototype-to-Production Roadmap
Keep what works. Rebuild what breaks.
Keep, Refactor, or Rebuild — Triage Matrix
Keep
Domain system prompts
Encoded product knowledge is your moat.
Refactor
Few-shot examples
Move into the golden eval dataset.
Rebuild
Free-text output parsing
Replace with structured Pydantic outputs.
6-Week Sprint Timeline · Days 1–42
WEEK 1
Failure-Mode Audit & Typed State-Graph Topology (PostgresSaver)
EXIT GATE → Graph topology signed off; every node checkpointed.
Go / No-Go Release Gate
NO-GO · 0/8Low-friction start
Week-1 "State-Graph & Proof-of-Recovery" Pilot
$3,500
Failure-mode audit, typed graph topology, and a live demo of your workflow resuming from an injected crash.
Full engagement
6-Week Prototype-to-Production Sprint
All six exit gates, golden eval pipeline, observability, chaos testing and full handoff. Pilot fee credited.