Scale Venture Partners · 5 November 2026 · Operating Insight

Better models make continuous integration (CI) a bigger share of the agent loop

Scale Venture Partners

As AI agents generate code 5-10x faster than humans, CI becomes a visible bottleneck. Scale's Deckhand cut full CI from 36 to 9 minutes by switching to faster runners and parallelizing tests—a practical playbook for handling agent-driven PR volume and rethinking pipeline architecture for code generation workflows.

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Topics: AI (Horizontal) · Developer Tools

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