Anthropic'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.
TypeScript 7 in production: a CI migration decision guide
TypeScript 7.0 reached general availability on 8 July 2026 with the Go-native compiler, cutting full builds by 8x to 12x and memory use by up to a quarter on Microsoft's published benchmarks. The release ships without a stable programmatic API until 7.1, which blocks typescript-eslint, framework template checking and Next.js detection, so the right move depends on which of three migration profiles your repo fits.