Our friends at Cloudflare just shipped the cleanest way to programmatically read any page on the web. Here’s a quick first look at some use cases.

I’ve been building autonomous agents for weeks and context rot is a major problem I keep coming back to. Here’s some data and what’s been working for me.

I keep watching agents nail steps 1-4, then silently drop 5 and 6 while completing 7. These probabilistic failures are common, and a pain in the ass. Here’s what I’m doing to try to fix it.