@arpit_bhayani All of this holds only if the tool on the other side is idempotent.
Retrying a read is free. Retrying "create invoice" is how you get two.
In enterprise it surfaces as a duplicate finance finds weeks later.
Fix: idempotency key per action, enforced by the system of record.
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.
AI will transform every industry, power every company, and be built by every country.
Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.
The world needs both frontier closed models and frontier open models.
https://t.co/AUKzoQ5Ikb
Google delayed Gemini 3.5 Pro again.
Alphabet got punched for it.
Same week, Moonshot dropped Kimi K3.
It topped coding arenas.
Open weights are coming.
Two strategies. One winner this week.
Closed labs can protect a brand.
Open models just show up.
If you don’t ship, someone else does.
Builders: stop being loyal to logos.
Use whatever is best this week.
What’s your default model right now?
🚨 ÚLTIMA HORA: El árbitro le acaba de perdonar la expulsión al jugador de Argentina por un manotazo en el cuello al jugador egipcio.
Lo de Messi en los Mundiales es un escándalo sin precedentes.
Opus 4.8 is even is refusing to give concrete information about competitors , thinks it’s stealing competition advantage!! Why Anatropic keeps getting worse I find myself rolling back to 4.6 and I would use 4.5 if I could already downgraded my max plan
Anyone else frustrated with Opus 4.7? The inconsistency, the over-refusals, the mistakes it’s noticeably worse than 4.6 for general conversation. I keep switching back to 4.6 because 4.7 just can’t hold it together.
A charger the size of an AirPods case raised €591,000 on Kickstarter.
The goal was €20,000. It hit 2,900% funded.
Here's what Rolling Square actually did:
→ Took a 100W USB-C charger that powers a MacBook Pro
→ Made it 65% smaller than Apple's version
→ Weighed it at 100 grams
→ Made it fold flat
That's it. No new technology. GaN chips have existed for years. They just packaged them smaller.
This is their 10th Kickstarter. They've sold 2.2 million products worldwide.
The lesson isn't about chargers.
The best businesses don't invent new demand. They remove friction from products people already use.
@AnthropicAI Claude after accidentally deleting your project act like a man who got caught cheating. 47 apologies. Rebuilds everything. Still thinks you’re mad
I built an online business with just $20.
I opened an Etsy shop. Used Claude AI to build wedding planners, budget trackers, and spreadsheets. Listed 20 products at 20 cents per listing.
$16 to open the shop. $4 in listings. That’s it.
20 products for $20. The shop is live 24/7.
Have you ever sold something online? Tell me your story.
#aibusiness #buildwithai #buildinpublic #onlinebussnies #indiedev
I built an online business in less than 15 minutes.
Here’s exactly what I did:
I opened Claude, asked it to build me a budget spreadsheet, and downloaded the file.
Then I went to Gumroad, uploaded it, and priced it at $12.
That’s it. I now have a product for sale online.
The crazy part? You can do this with anything. Meal planners. Resume templates. Workout trackers. The tools are free. The platforms are free. The only thing missing is you actually doing it.
I’m just waiting for my first sale. Follow along — I’ll share the results.
@AnthropicAI #buildinpublic #ClaudeCode #indiedev
@haider1 Computers didn't kill jobs. The internet didn't kill jobs. AI won't either. It'll create roles that don't have names yet. We just need to expand our vision.