The Autonomous Coding Readiness Checklist
Autonomous coding agents fail for two reasons, and neither is the model: the preconditions aren't in place across the delivery lifecycle, or leadership reads the learning curve as failure and kills the effort before it shows value. This checklist gives engineering leaders a three-part test to score their organization once and every workstream they consider handing to an agent, so autonomy is earned where it's ready and human-directed everywhere else. Every unchecked box becomes your roadmap.
Get the Checklist
What's Inside
The Three-Part Test
One test for autonomy: organizational readiness, risk profile, and task suitability. An agent runs unsupervised only when all three hold.
Is Your Organization Ready?
The preconditions across delivery discipline, quality gates, platform, and data that autonomy amplifies when they're missing. Scored once per team.
Is the Task a Candidate?
How to read a task's risk profile and whether its scope is bounded and verifiable enough to hand to an agent. Scored per piece of work.
A Scoring Key and Roadmap
Read your result at a glance, then turn every unchecked box into a prioritized, sequenced plan.