Notes on building production-grade AI automation — systems, decisions, and what broke.https://blog.mattbis.com/https://blog.mattbis.com/boring-choice-is-senior/https://blog.mattbis.com/boring-choice-is-senior/Why I keep choosing deterministic pipelines over agents, and how to tell which problem you actually have.Wed, 20 May 2026 00:00:00 GMThttps://blog.mattbis.com/classifier-noise-costume/https://blog.mattbis.com/classifier-noise-costume/Tuning a signal-detection system around what it chooses *not* to surface — and why precision beats recall in any tool a human has to trust.Tue, 12 May 2026 00:00:00 GMThttps://blog.mattbis.com/plain-english-in-production-workflow-out/https://blog.mattbis.com/plain-english-in-production-workflow-out/A production setup that turns plain-language descriptions into live n8n workflows via the MCP server — and an honest accounting of where it breaks.Mon, 06 Apr 2026 00:00:00 GMThttps://blog.mattbis.com/why-every-b2b-marketer-needs-to-understand-n8n/https://blog.mattbis.com/why-every-b2b-marketer-needs-to-understand-n8n/LLMs, MCPs, and AI agents — what each layer actually does, and how n8n ties them into workflows that replace costly human capital where it counts.Wed, 18 Feb 2026 00:00:00 GMT