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How Executable Operational Specifications Can Make Software Automation Verifiable
Modern software systems are increasingly automated. We automate deployments, infrastructure changes, scaling, incident response, and data pipelines. And now, with AI agents, we are starting to automat
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Vlad Zoff
The replayability point is important. Once the decision depends on a graph or other external state, recording only the final verdict isn't enough because the evidence can change underneath it.
Keeping the relevant snapshot with the decision turns "this was approved" into something that can actually be reconstructed later.