Ash

[Ash @AshMetwalli]

Closing the series with the most useful one: 3 free PRD templates you can copy right now. Save this 👇 https://t.co/TEO0efulDk

[Ash @AshMetwalli]

The real reason AI-generated code drifts: there's no architecture underneath it. Here's the missing layer 👇 https://t.co/bawTGTFrkR

[Ash @AshMetwalli]

If you do one thing to make AI builds more reliable, write acceptance criteria first. This is the playbook 👇 https://t.co/TuyDEVFJ65

[Ash @AshMetwalli]

"Turn this into user stories" gets you vague one-liners. The process matters more than the prompt. Good walkthrough 👇 https://t.co/x1zaXZ8opl

[Ash @AshMetwalli]

If your personas read like stock photos, you're designing for no one. This fixes that 👇 https://t.co/MzAs9XFpnJ

[Ash @AshMetwalli]

Bookmarked this one. 10 prompt templates that actually produce usable specs instead of vague essays 👇 https://t.co/sipOwWB1VB

[Ash @AshMetwalli]

Counterintuitive, but the slowest way to build with AI is to skip the plan. Here's the math 👇 https://t.co/HuueZSxDYP

[Ash @AshMetwalli]

I've hit nearly every failure mode on this list. Same root cause every time: no plan going in. Worth a read before your next build 👇 https://t.co/CPcQwJGtwa

[Ash @AshMetwalli]

Everyone's vibe coding. Almost nobody's honest about where it breaks. Clearest take I've read on keeping the speed without the mess 👇 https://t.co/4NDa7mz2iH

[Ash @AshMetwalli]

This is the method I wish I'd had on day one: one prompt, one complete spec, step by step. @VibeMapAI laid out the whole pipeline 👇 https://t.co/JmZ3BDLFKj

[Ash @AshMetwalli]

14 months building solo with AI taught me one thing louder than the rest: the model was never the bottleneck. The context I gave it was. @VibeMapAI is running a daily series on getting that part right 👇

[Ash @AshMetwalli]

@OceanNodeAI You don’t know my twitter handle? You should be able to see it

[Ash @AshMetwalli]

@CoinGiggleMoe INJ

[Ash @AshMetwalli]

@CoinGiggleMoe SEI (close to the price I bought on the way up) Sold a while back and waiting for re-entry :)

[Ash @AshMetwalli]

@CoinGiggleMoe Buyer’s market as market maker moves to fill the available liquidity then continue with the original intended move prior to the strong move down

[Aptos @Aptos]

1/ Happy Holidays! 🎅🎉📚 The Aptos Foundation is bringing you a month-long Ecosystem Fundamentals campaign, starting today on Galxe.

Learn and earn with Aptos today 👇
https://t.co/AKNcmOTpwc

[Ash @AshMetwalli]

Verifying my Twitter account for my #GalxeID gid:DdMBSVWPh4gV7mfJyDvsbg @Galxe

https://t.co/sWOTGELZL0

[muneeb.btc @muneeb]

Bitcoin maximalism is limiting the growth of Bitcoin.

Retweet for visibility if you agree.

Tweet thread👇

[Ash @AshMetwalli]

@TorontoPearson your new Covid measures are the most unorganized and ridiculous I have ever seen. Been waiting here for 4 hours and counting to get on one of your 3-person capacity “buses”. Get your shit together