Rob Zuber on Muck Rack

Rob Zuber

Oakland
As seen in: Forbes, TechCrunch, TechRadar, The Next Web, VentureBeat, Product Hunt, Daily Kos, InformationWeek, InfoWorld, InfoQ and
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By Rob Zuber
| DevOps.com
Our latest State of Software Delivery report analyzed more than 28 million CI workflows and found a pattern that should give engineering leaders pause. Average throughput grew 59% year over year. Main branch activity for the median team declined 7%. Teams are generating more code than ever before. Less of it is reaching production. The cost of poor validation used to show up mostly in developer hours: debugging, blocked deployments, context switching. That cost hasn’t gone away.
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The continuous integration platform for the World’s best engineering teams

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By Robert Zuber, Pascal Lohscheidt, Olaf Molenveld, Rob Zuber
| Product Hunt
This is the 3rd launch from CircleCI. View more Chunk sidecars Launching today Validate agent-generated code before it ever reaches CI AI agents write code fast. Validation still happens after the push — by then the context is gone. Chunk sidecars run scoped microbuilds before commit, in a real CI mirror. Auto-detects your stack. ~27s average vs ~5 min billable compute for a full run. 3x–5x fewer tokens in retry loops. If something fails, the agent iterates before anything reaches shared CI.
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More Code, Less Software: What 28 Million Workflows Revealed About the State of Software Delivery in 2026

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By Rob Zuber
| DEVOPSdigest
Every year, we release CircleCI's State of Software Delivery Report. And for most of the last five years, I could have told you what we'd likely find before we ran a single query. Throughput trends up gradually. Success rates hold steady. Recovery times inch in one direction or another. The data confirmed what we already suspected about how software teams operate, and the story it told was mostly one of incremental change. This year was different.
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