A Half-Day Workshop Finds the Constraint Across Teams

The engineering leadership workshop agenda

Companion to The Code Takes Care of Itself · Updated 2026-09-29

Run this half-day session with your engineering team leads.

  • Morning. Walk every team lead through their own Completion Loop audit from “AI Makes Drafts Cheap, So Finishing Is the Constraint,” stage by stage. The audit is the playbook at the end of that chapter. Make each lead name today’s actual constraint, not the one everybody assumes.
  • Midday. Compare the constraints across teams. If three teams independently name Integration, you have one organizational finding, not three team problems.
  • Afternoon. Assign an owner and a target for Governance Latency and Integration Debt, and schedule the first monthly review before anyone leaves.

Try this with AI.

“I’m facilitating a half-day session where eight team leads each audit their own Completion Loop. Build me a minute-by-minute agenda, tell me where this kind of conversation usually stalls, and give me three questions that force a lead to name a real constraint instead of a comfortable one.”