CI/CD Is Dead, Agents Need Continuous Compute and Computers — Hugo Santos and Madison Faulkner

Description

Traditional CI/CD was built for humans pushing one or two diffs a week. Scale to thousands of autonomous agents opening PRs continuously and you get runner saturation, cold Docker builds on every branch, cache thrash, and a merge queue that starts behaving like a serialized database lock where time-to-commit becomes the actual bottleneck. Madison Faulkner and Hugo Santos (Namespace) lay out what replaces it: no PRs, just intent and plan fed into an agent loop with fast inline validation. Changes queue in a premerge layer where humans review intent-plus-outcome rather than diffs. The end state they're pointing toward is agents exploring multiple commits in parallel for the same plan, a multiverse where the tip of the repo is a moving target and the inner loop needs to be stateful and fast enough to keep up. Speaker info: - https://x.com/madsfaulkner - https://www.linkedin.com/in/madisonhfaulkner/ - https://namespace.so/blog/introducing-namespace - https://www.linkedin.com/in/hugomgsantos/ Timestamps 0:07 Introduction and speaker bios 1:28 Why agentic software is breaking traditional CI/CD 1:59 The fragmented lifecycle of modern software development 2:25 How traditional CI/CD pipelines work 2:55 The problems with CI/CD at agent scale 4:04 Replacing CI/CD with acceleration and orchestration 6:12 Real-world solutions and the future of agentic loops 7:23 The role of the human as the agent 8:43 Why Pull Requests (PRs) are becoming a bottleneck 10:00 A new architecture: Intent and plan-based development 11:58 Moving toward fully automated internal/external validation 13:46 The premerge queue and human-in-the-loop review 15:20 The future: Parallel development in the multiverse 16:51 Conclusion: The shifting role of CI and governance