Short pieces on what breaks between a demo and production, written by the engineers who fixed it.https://atomsai.comenhttps://atomsai.com/resources/blog/the-demo-was-never-the-hard-parthttps://atomsai.com/resources/blog/the-demo-was-never-the-hard-partPilots don't fail on model quality. They fail on the twelve systems between the demo and a finished piece of work — and on the exception queue nobody scoped.Wed, 19 Aug 2026 00:00:00 GMTproduction-aiintegrationenterprisehttps://atomsai.com/resources/blog/write-the-evals-before-the-prompthttps://atomsai.com/resources/blog/write-the-evals-before-the-promptAn eval suite isn't QA you add at the end. It's the specification — and the only thing that lets a CXO answer 'is it working?' with a number instead of an opinion.Wed, 08 Jul 2026 00:00:00 GMTevalsreliabilitygovernancehttps://atomsai.com/resources/blog/how-much-autonomy-should-an-agent-havehttps://atomsai.com/resources/blog/how-much-autonomy-should-an-agent-haveThe right answer is a configuration value, not a philosophy. Design the approval gates before the tools, start tight, and let the pass rate buy each loosening.Wed, 27 May 2026 00:00:00 GMTagentsgovernancerisk