222 karma · joined January 13, 2025
Just having the model variety is helpful, it is my default way to work now for every prompt I submit.
https://github.com/stravu/crystal
It supports Claude Code and Codex, but has you constantly working on multiple features in Git worktrees. This way you are always able to stay busy while waiting on your agents.
It has built in tools for review, such as a diff viewer, and a quick button to run your application in different worktrees for testing. It has completely transformed the way I work.
Based on my brief stint doing data work in psychology research, amongst many other problems they are AWFUL at stats. And it isn't a skill issue as much as a cultural one. They teach it wrong and have a "well, everybody else does it" attitude towards p-hacking and other statistical malpractice.
He addresses the specific reasons that the mouse results don't translate, but the interesting part to me is that the scientific community seems to be behind the amyloid hypothesis while the media likes to run with any story that refutes it.
Excited to hear what the HN community thinks.
I'm working on a proper config screen for them that just modifies the agent files directly, and a future release will also give special formatting for agent output.
I've been using a tool I developed (https://github.com/stravu/crystal) to run several sessions in parallel. Sometimes I will run the same prompt multiple times and pick the winner, or sometimes I'll be working on multiple features at once, reviewing and testing one while waiting on the others.
Basically, with the right tooling you can burn tokens incredibly fast while still receiving a ton of value from them.
Crystal is a re-imagining of what an IDE means when AI drives development. Traditional IDEs are designed for deep focus on one task at a time, but that falls apart when you have to wait 10-20 minutes for an agentic task to run. Crystal lets you manage multiple instances of Claude Code so you can inspect/test the results of one while waiting for the others to finish.
Thanks for your help, now I'll be able to include Linux support in my next release
https://github.com/stravu/crystal/actions/runs/15791009893/a...
So yes it might feel expensive in terms of a personal monthly budget, but the value for money is insane.
Personally, I'm running 2 accounts and switching between them for maximum productivity. Just as a function of what my time is worth it is a no brainer.
I think there are opportunities to give special handling to the markdown docs and diagrams Claude likes to make a long the way to help review.