Builds also make agents more resilient and easier to debug. When a new build fai

Environment cold-start was the tax on cloud coding agents; prebuilt environments cut starts from minutes to seconds and pin agents to the last successful build when a new one breaks.

• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

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