#developer-workflow

August 2, 2026

Have the models come full circle?

It feels like the big LLMs have come full circle. At first they were too naive to implement meaningful features autonomously and took so much handholding to get anything done it was quite a pain babysitting them. Then they got good enough to do meaningful software engineering work and there was (I now recognize in hindsight) a sweet spot at some point early this year where they got meaningfully better and good enough to take non-trivial work off my hands without causing dramatically more work. But now they're far too eager and require constant babysitting again. […2 min read]

post#agent-driven-development #ai-agents #ai-hype #ai-safety #coding-agents #developer-workflow #llms #software-engineering

July 27, 2026

Learning new things is hard

I've been hearing more and more things about jujutsu and want to try it out. It is so hard to learn new things that replace something I've been using almost every day for over 10 years though. The muscle memory is so ingrained and my mental model of what version control even is is so rigid, it's hard to wrap my head around the idea that it could be anything other than git's. My main motivation is that I've "heard" it's better for a) working with stacked branches and b) working on multiple worktrees (called workspaces) at once. These are both things I do way more now because of all the agent-driven-development stuff I'm learning than I ever did before and I feel like I am spending a ridiculous amount of time fighting git. But learning new things is so hard. Wish me luck.

note#agent-driven-development #developer-workflow #git #jujutsu #learning #tools #version-control