Scope
Define the exact workflow and failure modes.
Process
Small loops, clear ownership, production evidence.
We avoid large vague roadmaps. Each engagement is anchored to a working path, measurable checks and handoff notes.
Prototype
Prove the path with real inputs and reviewable outputs.
Harden
Add auth, observability, retries, backups and docs.
Handoff
Leave runbooks, verification steps and ownership notes.