Agent evals in CI/CD: 4 gates that catch silent failures before customers do (2026)
LangChain's June 2026 survey of 1,340 practitioners found 89% run observability but only 52.4% run offline evals. Here is the four-gate CI setup that closes the gap.
#ci-cd
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7 rules for a regression suite that pays for itself in 2026
GitHub reduced hosted runner prices by up to 39% on 1 January 2026, yet a macOS minute still costs $0.062 against $0.006 for Linux. Google found 84% of pass-to-fail transitions were flaky tests. Seven rules for a suite
npm 12 shipped on 8 July 2026 with install scripts off by default: the CI fix
npm 12 is generally available and tagged latest. Lifecycle scripts, git dependencies and remote tarballs are now opt-in, node-gyp builds are blocked, and the failure shows up in CI first. Here is the migration.