This took a few hours from inception to deployment, with Gemini 3 doing most of the work this time, including the slick design. Hope you find it useful!

metrics.help lists the most common ML training metrics, and shows graphs for what a healthy vs unhealthy progression looks like. You can also paste your log output to get a quick read on your current step.

So I wired up a RL loop where Qwen3-VL (8B) created SVG illustrations of cute pets, then rated those illustrations (as PNG images) on various criteria.

Did this lead to better illustrations? YES IT DID!

Check out the write up and the examples (the good, the bad, and the ugly) on prompet.ai

I expect it to be obsolete soon when this feature is available natively, but it's a fun project nonetheless :)

Re sharing, I was inspired by your mention of amp's share function and created aisessions.dev to host codex/claude/gemini sessions. Comes with a CLI tool to lists sessions for a direct upload. Example: aisessions.dev/t/5o8g14EGC-...

"How does that work again" is something that I've been using a lot, and also a variation of it "How did we get here" where the agent will play archeolgist and analyze the git history.
I've been sharing some of what works for me on humans.md