Emin Gench — writing https://emingenc.github.io/blog/ Writing on AI, software engineering, and building things that ship. en The gauntlet loop — stop letting your AI grade its own homework https://emingenc.github.io/blog/gauntlet-loops/ https://emingenc.github.io/blog/gauntlet-loops/ Sat, 15 Aug 2026 12:00:00 GMT A post-deliverable QA ritual: fan out independent critics, compare against real examples, and recurse until zero open critiques. ai agents engineering quality Building AI agents that ship — lessons from the field https://emingenc.github.io/blog/hello-world/ https://emingenc.github.io/blog/hello-world/ Sun, 12 Jul 2026 00:00:00 GMT Lessons learned building and deploying AI systems across four companies — from guardrails and monitoring to shipping fast. ai engineering agents