ai adoption for technical teams

2 articles

How to track real AI usage without relying on self-reports

Real AI usage tracking shows where teams actually use AI in workflows, not just in surveys. Measure adoption with evidence, not self-reports.

Developer context management helps AI coding tools follow repo rules, tests, and product constraints so teams ship usable code instead of rewrites.