Tag: devops

All the articles with the tag "devops".

• AI Coding Agent Benchmarks: Why Engineering Leaders Should Measure Review Debt, Not Just Code Output

  Published:Apr 29, 2026 |  at 03:05 AM

  AI coding agents are getting better at producing changes, but engineering leaders need to measure the review debt that follows. Throughput without validation is just faster risk creation.

• AI Coding Agents Are Productive, but Who Owns the Review Debt?

  Published:Apr 17, 2026 |  at 08:20 AM

  AI coding agents are increasing development velocity, but they also create a new form of review debt. The real management question is not how much code agents write, but who is accountable for proving it is safe.