You can just build things… like this LLM Council app in SwiftUI that helps you co-think with up to six different LLM providers at once. Check it out!

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.

It’s a simple phrase, isn’t it? “Now, not how.” Yet these three words can be something special in the right hands.

These are my notes for “The JOLT Effect” by Matt Dixon and Ted McKenna. This isn’t a review, it’s my notes. So… it’s long. Enjoy!