Agentic CI: Letting Bots Triage the Build
Agentic CI works best when bots reduce investigation time, not when they quietly gain permission to merge risky changes.
Topic
Agentic CI works best when bots reduce investigation time, not when they quietly gain permission to merge risky changes.
Code velocity is not just typing speed. It is the result of workflows that reduce memory burden, context switching, and avoidable uncertainty.
The 2026 frontend stack rewards fast feedback, smaller bundles, and clearer failure signals. Tooling should make performance problems visible during development.
Frontend tooling should reduce build time, debugging friction, and release risk. Vite, faster bundlers, and better diagnostics help teams move without hiding performance costs.