DevOps & Infrastructure
September 16, 2026Anthropic's CI hit 25x: your Azure Pipelines cost math
Anthropic reports CI jobs grew 25x in six months as agents took over 80% of code authoring, and the single-writer service behind its test selection failed in stages: 70 days of relief from a bigger machine, then 29, then less than one. Here is what that curve costs on Azure Pipelines versus GitHub Actions, and which architecture in your own pipeline breaks first.
Azure Pipelines
Azure DevOps
GitHub Actions
CI/CD
Agentic Coding
Test Impact Analysis
Managed DevOps Pools
Claude Code
Cost Optimization
By Falak Mahmood