Rollout
6 essays tagged with Rollout.
The AI Agent Exception Economy: Why the Long Tail Decides ROI
Agent ROI is won or lost in ambiguous, failed, and high-risk cases. Price the exception queue before automating the happy path.
The AI Software Delivery Squad: From Ticket to Proof-Carrying Pull Request
A production blueprint for coding agents that scope, patch, test, review, and open pull requests without inheriting merge or deploy authority.
AI Does Not Launch Once: Feedback Loops After Go-Live
A plain-English guide to operating agents after launch: corrections, recurring failures, proposal queues, rollout, rollback, and review.
Operating Agent Products: Feedback, Rollout, and the Improvement Loop
A PM operating model for shipped agents: trace review, corrections, proposal queues, scorecards, rollout, and rollback.
Autotune the Harness: Baking the Improvement Loop into ContextOS
How ContextOS treats autotune as a gated loop over traces, scorecards, replay sets, bounded candidates, approval, and rollout.
Pack Rollout in Five Stages: Shipping a Context Pack Without Blowing Up Production
A five-stage rollout model for Context Packs: shadow, internal, low-risk, monitored expansion, full release, and rollback.