In the last few years, I've been reading books and meticulously taking notes on them.
I'm sharing my notes for free.
If you want to learn something useful, head on over:
bagerbach.com/books
Some thoughts on the GPT-5.6 release & new ChatGPT Codex app.
Ultra & Multi agent
Overall, multi-agent orchestration is in a good place, but it's clear that it could be many times better.
I don't think ultra should be a reasoning level: it's special prompt + max reasoning. I
Mind boggling to me that I can make a thing faster and there's always people that ask "but why?" What kind of mentality is that? The pursuit of excellence does not need justification. Also, I find in so many cases, we can't know the impact of an improvement until we do it.
For