5 articles tagged
CloudWatch Coding Agent Insights, launched July 20, 2026, gives engineering leaders OpenTelemetry dashboards for AI coding tools: how to measure token spend, per-team cost and developer productivity across Claude Code
Almost every developer now uses AI, yet measured productivity gains have stalled near 10%, and one study found experienced developers were slower. A data-led read for engineering leaders on the real ROI and what
AI coding studies contradict each other: 55% faster in the lab, 19% slower in a field trial. A senior engineer's playbook for measuring the real delivery impact of AI coding agents in 2026.
Microsoft's July 2026 study found adopters of Claude Code and Copilot CLI merged 24% more pull requests. The per-tool numbers, the dose-response curve and the paper's caveats matter more than the headline.
GitHub Copilot now bills by GitHub AI Credits, not seats alone. A senior engineer's guide to credit pools, cost-center caps, per-user budgets and chargeback that holds at scale in 2026.
