Every new session with an AI coding assistant starts blind — it can't remember why you rejected that approach three weeks ago. The fix isn't a bigger context window, it's persistent memory across sessions, layered. Here's the pattern: native memory for the live thread, a file index for durable facts, and a semantic second brain for everything older.
Publishing a static Astro post is one merge away from live — which is exactly why the silent bugs are dangerous. A wrong lang, a canonical that 404s, a leaked cross-language link: none of them show up in your editor, only in the built HTML. Here's the checklist I run on dist/ before every post, scripts included.
My Google Analytics was installed, verified, and collecting absolutely nothing — with zero errors to warn me. The culprit was a Partytown default in my Astro theme that emits GA as a script the browser never runs. Here's the trap, and the one-line fix.
Stop treating AI as a threat and start using it as your teaching copilot. A beginner-friendly guide to the strategies and tools that fold AI into your day-to-day work as an educator.
From online courses and bootcamps to YouTube channels and open-source code on GitHub: the main ways to learn programming, what each one is good for, and where you need to be careful.