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July 2026 placement guide for AWS Security Agent full-repository code review (announced May 12, 2026): trust-boundary and data-flow analysis beside Inspector, CI SAST, and a reproducible pilot checklist — still preview terms; confirm console pricing.
GitHub Actions OIDC role sessions are short-lived by design—teams still paste static access keys into workflow logs until scanners or audits catch the diff; supply-chain writeups keep repeating the pattern into 2026.
Vite 8 (March 2026) ships Rolldown by default. July 2026: Bun install, SWC, CodeBuild cache — cut CI build minutes.
CodePipeline costs a few dollars a month. GitHub Actions costs more at scale than most teams expect. Jenkins is free until you count the team running it. Integration, cost, scalability, and team fit across the three CI/CD options most AWS teams actually choose between.