Agentic delivery practice for product teams
Codified a three-layer agent pipeline—context, roles, CI gates—so AI-assisted product work stays reviewable instead of becoming prompt chaos.
AI workflowEnablementDeveloper experience
Outcome
Validated ~53% token reduction vs baseline on the first production consumer; practice reused across multiple repositories.
Most teams don’t need another chatbot. They need repeatable AI-assisted delivery that respects architecture, design review, and accessibility.
I built and refined an agent pipeline: repo context, role-based subagents, convoy briefs, and sync manifests so improvements don’t drift.
That same practice underpins my consulting offer—workshops and implementation help for teams adopting AI without sacrificing craft.