Cool to see others on this thread.

Here's a post I wrote about how we can start to potentially mimic mechanisms

https://n0tls.com/2026-03-14-musings.html

Would love to compare notes, I'm also looking at linguistic phenomena through an LLM lens

https://n0tls.com/2026-03-19-more-musings.html

Hoping to wrap up some of the kaggle eval work and move back to researching more neuropsych.

I tried using hooks for setting up my DIYed version of what channels is now in Claude. I had Claude writing them and not really looking at the results cause the vibes are strong. It struggled with odd behaviors around them. Nice to see some of the possible reasons, I ended up killing that branch of work so I never figured out exactly what was happening.

Now I'm regretting not going deeper on these. This is the type of interface that I think will be perfect for some things I want to demonstrate to a greater audience.

Now that we have the actual internals I have so many things I want to dig through.

I'm in a great situation where I've been piloting Claude for the company among a small group of others. I've been obsessed with pushing the limits of how many sessions and agents I can working at a time. We threw some work at Gas Town and another Orchestrator but they felt too rigid and opinionated for my liking. But I'm biased, I want to make my own eventually.

When I go home to my $20 plan I am sad and annoyed but I don't want to put more in for what is a good enough for me to work a bit at a time, a good pomodoro timer for me personally.

Something like this is perfect for some of the issues that I've wanted to solve as a command and control tool with malleable visuals.

OP: This is cool, thank you for sharing.