Meerav Shah

Research + Product @ Rolai | AI Engr

[Meerav Shah @memeerav]

@CompleteSkeptic We added Jev to our platform and realized when users are seeing past agent activity, reading the JSON Jev passed to the agent means little. Seeing a small visual of it means everything (graph, bar chart etc). Usage meaningfully increased with that very small change

[Meerav Shah @memeerav]

@_heyrico Someone at work just told me yesterday to not neglect empty states

Looks like rico posted the solution to my homework lol, thanks!

[Meerav Shah @memeerav]

@raunofreiberg https://t.co/54BOvXKe9B

Would love to hear your thoughts!

[Meerav Shah @memeerav]

Wait where's my heatmap and total token count? How do I know if I'm productive or not anymore

[rico @_heyrico]

thinking mode...

[Meerav Shah @memeerav]

@0xProbabillity Open source firmware + custom vibe apps on top

Sounds like a dream future

[Meerav Shah @memeerav]

Haha, I now estimate every task by execution mode, not just epic or story. Supervised with sub-agents, or unsupervised night shift. With context, skills, and checks before merge in a good harness, maintenance and extension work run overnight alongside the dev cycle.

[Evan You @evanyou]

Funny how frontier models still estimate a task to take 2 weeks when it literally proceeds to do it in 2 hours

[Meerav Shah @memeerav]

Best use of tokens this week lol and he shared the Github too

Time to fix everything i don’t like on my tv

[Gathin (Ø,G) @gathint]

Vibe coded my parents' TV this afternoon!

It was showing a sponsored ad before you could even get to Netflix.

Gave Claude Code the model number, it found the TV on wifi, removed 25 Xiaomi packages and wrote a new launcher.

Looks like an Apple TV now lol

[Gathin (Ø,G) @gathint]

Vibe coded my parents' TV this afternoon!

It was showing a sponsored ad before you could even get to Netflix.

Gave Claude Code the model number, it found the TV on wifi, removed 25 Xiaomi packages and wrote a new launcher.

Looks like an Apple TV now lol

[Meerav Shah @memeerav]

@shadcn Love using skills in my dev workflows. But have found value in my personal life too - my personal finances are mostly cowork + 2 skills that I run every paycheck. Keeps me on top of things, flags sus charges etc.

[Meerav Shah @memeerav]

Before you're impressed: the pole-sitter won, and 'pick whoever's on pole' scored better than my model on this race. Also one refit took 29 minutes instead of ~1.

Full write-up, with the honest caveats: https://t.co/djcec1BQ2A

[Meerav Shah @memeerav]

My F1 model's top three podium odds for Singapore: Verstappen 86%, Leclerc 79%, Antonelli 55%. The actual podium: Verstappen, Leclerc, Antonelli :)

Hamilton, at 51%, finished sixth, which the model considers a minor detail (& I wrote my first substack)

[Meerav Shah @memeerav]

@AnkanXplorer The only outlier we have seen is that automating workflows is better in the terminal but given the pace of upgrades to the desktop app, maybe that'll change soon too.

[Meerav Shah @memeerav]

@AnkanXplorer My setup used to be: desktop app for UI/UX, terminal/VS Code for deep multi-dependency work. Lately most tasks don't feel like they need all that anymore.
Auto mode + built-in browser & terminal is a goated workflow. If I do need the terminal, the same worktree is 2 clicks away.

[Meerav Shah @memeerav]

delivery dates and logistics aside, this is the coolest live demo ever.

in awe.

[Tesla @Tesla]

Real life, baby

[Meerav Shah @memeerav]

@ClaudesRH 👀

[anish. @anishfn]

i built a text box that turns into whatever(some ui) you type. powered by jev

[Price Errors @Pricerrors]

POSSIBLE AMAZON ERROR ON BIRD FEEDER WITH CAMERA??

Currently listed for $19.99 but list price shows $199.99

https://t.co/lHcvSRrUAo #ad

Seller may have forgotten to add an extra "9" to the price

Shipped by Amazon free 30 day returns - RISK FREE

[Meerav Shah @memeerav]

@Conta_engineer @soham_nayak04 I love the idea, I have been thinking about using my Zepp data to make some cool map overlays but this is perfect!
Downloaded just now - but if you’re looking for feedback/contributors I would love to know.

[Meerav Shah @memeerav]

@trashh_dev I’ve never felt a fomo for slack until now. Seeing so many slack AI solutions. We use teams, Is there something like claude tag for teams?