Ramit Amitabh🥏

Breaking down AI/ML, Cloud & Infra — practical takes, no hype 🧠☁️
Chelsea FC💙⚽

[Ramit Amitabh🥏 @ramitabh17]

I've been posting daily about AI and cloud infra for a couple weeks and honestly have no real sense of who's reading this. If you're here, reply with your actual job or what you're building right now. Curious who this account is actually for.

[Ramit Amitabh🥏 @ramitabh17]

https://t.co/mUkURGE2oH

[Ramit Amitabh🥏 @ramitabh17]

If you run a security or platform team, don't wait for 'fully autonomous patching' to be production-ready. Start now: use AI to draft fixes for known CVEs in your dependencies, with a human reviewer as the mandatory gate. That workflow already works at scale.

[Ramit Amitabh🥏 @ramitabh17]

Google's AI agent has quietly shipped 72 security patches to open-source projects in six months, some in codebases with 4.5M lines of code. No launch hype, just patches landing. Here's how CodeMender actually works, and what it means for your team. (thread)

[Ramit Amitabh🥏 @ramitabh17]

This fits a pattern. Google's newest model, Gemini 4 Argon, is also shipping cyber-defenders-first through the Fairwind Program before wider access, same logic: give the defensive side a head start on frontier capability.

[Ramit Amitabh🥏 @ramitabh17]

Samsung's had foldables since 2019. Apple just joined in 2026 with a genuinely wild flex: a $2,000 phone with a crease, plus a $19 replacement screen layer so you can swap it out when the crease gets ugly. That's not a fix, that's a subscription to the problem.

[Ramit Amitabh🥏 @ramitabh17]

GPT-6.1 Sol quietly closed most of the gap to its bigger sibling GPT-6 Astra. It matches it on coding benchmarks, cuts factual-error rate by 32%, and costs up to 80% less per token. The "flagship vs efficient" gap keeps shrinking faster than most roadmaps assume it will.

[Ramit Amitabh🥏 @ramitabh17]

@ahab_developer Happy to connect 🙌🏻

[Ramit Amitabh🥏 @ramitabh17]

If you're into tech, let's connect 🙌🏻

[Ramit Amitabh🥏 @ramitabh17]

@maaaxritz Hey Max, happy to connect 🙌🏻

[Ramit Amitabh🥏 @ramitabh17]

Concrete takeaway heading into holiday shopping: use AI as the research assistant, not the buyer. Ask it to compare, ask it to poke holes in its own pick, then click checkout yourself on the real site.

[Ramit Amitabh🥏 @ramitabh17]

77% of people now ask AI to help them shop. Fewer than 30% will let it actually pay. Here's the shopping workflow people have actually landed on in 2026, and why the "let AI buy it for you" dream mostly stalled out. (thread)

[Ramit Amitabh🥏 @ramitabh17]

The part that surprised even OpenAI: they built in-chat checkout, then mostly dropped it. People research in AI but still buy on the retailer's own site or app. Saved cards, order history, and real return protection live there, not in a chat window.

[Ramit Amitabh🥏 @ramitabh17]

@itskamrankhan Happy to connect Kamran🙌🏻