The SpecOps Method

March 18, 2026·55 min·5 clips

Mark Head reveals that 11% of the federal workforce left in 2025, risking the loss of vital institutional knowledge.

Ryan Cook opens from a civic frame. Technology, politics, policy, tools, service delivery, and the language around policy all affect daily life, so the conversation starts bigger than code. Mark Head comes in through public service, talking about years spent in technology roles with federal and state agencies and the work of helping those agencies use technology to serve people better. The useful part is the discipline, not the shine. Mark defines the method as software work built from a detailed specification that explains what the thing is, how it works, and why it should work that way. With AI coding tools taking on more construction, the harder job becomes saying the intent clearly enough that the tools and the team can follow it. Then he gets into the ops side. He connects the idea to GitOps, where files describe a cloud environment and documentation is the source of truth behind the running system. The running environment is just the implementation. That difference gives the episode its spine: tools matter, but shared understanding matters more. Legacy systems make the point sharper. Mark says that work made him wonder whether teams had been approaching software practice from the wrong direction. The idea has followed him everywhere, right down to a joke about explaining it near the organic bananas at a grocery store. The close stays practical: an AI tool, version control, work tracking, a good pilot project, and domain experts close to the work.

As heard by us

A practical case for specs first, with AI doing more of the build and civic-tech details keeping it grounded.

Mark Head and Ryan Cook make a strong case for a more deliberate way to build software: start with a detailed specification, then let AI tooling take on more of the implementation work.

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Why you'd press play

Press play if you want AI tooling tied back to civic-tech work.

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