2026-10-16T11:16:48Z https://njump.me Alex Guglielmone Nemi (Unofficial) https://njump.me/npub1pcyf49dre3pdl8d2n4329vc42m9vhw960vqqa7fulrwv3j7gtm3qfl4ahw https://cdn.jsdelivr.net/gh/twitter/twemoji@14.0.2/assets/72x72/1f3a8.png https://cdn.jsdelivr.net/gh/twitter/twemoji@14.0.2/assets/72x72/1f3a8.png https://njump.me/nevent1qqs9w00qaaxz59rvyd8egss326y6qm74kxlxa89elvtvvjhhlqrjhaqzyq8q3x5450xy9hua42wk9g4nz4tv4jachfasqrhe8nudejxtep0wyut9xy6 To Bin or Not to Bin: a Tutorial on Fast Feedback Loops for AI Capabilities<br/><br/>Your AI agent works. Can you change it fast without breaking it?<br/>To bin or not to bin is a hands-on tutorial where you take one small, real problem (which bins go out tonight?) from a first prompt to an agent with automatic checks, on a schedule, and finally to plain code with no model at all, using the same checks to prove it still works at every step.<br/>It runs on your machine against a made-up council, with Claude Code, and either Apache Airflow or cron.<br/>Start the tutorial →<br/>It’s the companion to my Airflow Summit 2026 talk, It Works! Now What?<br/><br/><a href="https://alexhans.github.io/posts/to-bin-or-not-to-bin.html">https://alexhans.github.io/posts/to-bin-or-not-to-bin.html</a><br/> <img src="https://alexhans.github.io/talks/airflow-summit/2026/it-works-now-what/images/article/bins.png"> <br/><br/>#feedbackloops #fastfeedback #bin #capabilities #tutorial #works #airflowsummit #apacheairflow #claudecode #ai<br/><br/>#rss #feeds #linksharing #qwibbit 2026-10-31T02:42:02Z