TC Tanvir Chowdhury / CTO Advisor · AI Engineering Leader

AI-Native Series · PART 03 · OUTLINE

The Missing Unit of Work: From Chat Sessions to Execution Packs

If the work cannot be packaged, it should not run unattended.

// outline - full essay drafting; takeaways and bridge below

Most agentic workflows start from unstable inputs: tickets, chat transcripts, vague prompts, stale docs, and “you know what I mean” context.

This piece introduces the execution pack as the contract for a run: spec, plan, acceptance criteria, context envelope, readiness verdict, stop conditions, budget, privacy tier, sandbox profile, review mode, evidence requirements, and morning report.

CTO: If the work cannot be packaged, it should not run unattended.

CIO: Evidence is cheapest when designed into the workflow, not recovered after an incident.

AI leader: The quality of the agent run is set before the agent wakes up.

Once work is packaged, the organization needs a controlled runtime around the model. That is the harness.