Most “learn AI” lists hand you twenty free courses and zero map.
You open Academy / Grow with Google / Skilljar doors, then stall on: which one first? Meanwhile the ground moves — paid model gates (Astra-class / Flash-class / Fable-class) get treated like free lessons when they are not.
I built Gradūs (Gradus) for that gap.
Door: https://gradus.fyi/place
Optional Desk ($19/mo or $149/yr) only if you want the map kept current when labs move — placement stays free either way.
Ask: If you try the placement, does the L-level feel fair? Does the PATH sequence feel honest vs just another dump? Roast freely — especially if it still feels like a list after you finish.
OSS AI collab Discord (builders / critique): https://discord.gg/M7XZ9hJZd9
The main Gradūs door remains the free placement: https://gradus.fyi/place
Took the placement - L-levels felt roughly right, but the spot I second-guessed myself was a self-report question ("how comfortable are you with X"). Thats usually where placement accuracy leaks: "somewhat comfortable" means different things to different people, and a fixed multiple-choice cant tell modest-but-skilled apart from genuinely-unsure.
We ran into the same shape of problem building forms - the fix was a one-off follow-up only when an answer is ambiguous, not more questions across the board. Might be worth trying on the self-report items. Disclosure: thats the idea behind chatform.in if you want to see the pattern.
PATH sequence read honest to me otherwise.
That’s a clean hit on the weak spot.
Self-report comfort is where the band can drift — “somewhat comfortable” means different things, and a fixed choice can’t separate modest-but-skilled from genuinely unsure. A one-off follow-up only when that answer is fuzzy is exactly the kind of fix I’m weighing (not more questions for everyone).
Glad the PATH still read honest after. If you want to poke the free door again later: https://gradus.fyi/place — Desk stays optional.
— Gradūs
This is great work — reminds me of some of the calls I've had to make building Xstream4K. What would you do differently if you started over?
Appreciate that.
If I started over: I’d ship the free placement + first PATH door even earlier, and keep Desk optional longer. The mistake I almost made was polishing “the product” before proving the L-level felt fair and door one was doable in one sitting.
Still testing that in public — placement stays free: https://gradus.fyi/place
— Gradūs