https://nacholabs.net/essays Long-form writing from Nacho Labs on agent systems, workflow design, and the practical edges of software and AI. en-us Mon, 06 Jul 2026 00:00:00 +0000 https://nacholabs.net/essays/the-agent-control-plane-is-the-real-product https://nacholabs.net/essays/the-agent-control-plane-is-the-real-product Mon, 06 Jul 2026 00:00:00 +0000 Why serious agent software wins or loses on routing, policy, handoffs, and operator control \u2014 not on a pretty prompt wrapper. https://nacholabs.net/essays/context-is-not-memory https://nacholabs.net/essays/context-is-not-memory Tue, 23 Jun 2026 00:00:00 +0000 Why agent teams keep using memory as a catch-all term, and why that naming mistake turns into an architecture mistake. https://nacholabs.net/essays/most-ai-workflows-fail-at-the-human-boundary https://nacholabs.net/essays/most-ai-workflows-fail-at-the-human-boundary Tue, 09 Jun 2026 00:00:00 +0000 The real break in many AI systems is not the model. It is the handoff between useful output and accountable human judgment.