AI Maturity Model: Shift Harness's collection on AI maturity model. Expect field-tested guidance on AI maturity model, written for CTOs and delivery teams.
Role Playbooks
The diff is clean, tests pass, and the work lands in half the time. Then a reviewer asks why the bug happened, and the answer does not come. Not because the junior is careless.
AI Measurement
The survey says the team is well along. The license dashboard says every seat is active. Then you open last sprint's pull request and it reads exactly like a year ago. Here is how to profile what actually changed, role by role, from the artifacts.
AI Adoption
The 4-Level AI Adoption Evaluation Model: How to Tell What Your Delivery Team Has Actually Changed
AI Adoption
Most AI programs stall around month nine because nobody can show the board what actually changed. A five-rung ladder that places an org by the artifacts it produces - PRs, ADRs, test plans, postmortems - and names the missing operating asset at each rung.