Aakarsh Ramchandani

@jordan_ross_8F OS

I fully reverse-engineered Ramp's internal AI operating system. Their system — called Glass — is how they got 99% of their entire company using AI every single day. 350+ reusable workflows. Every tool connected at first login. Memory that refreshes every 24 hours. Automations running while everyone sleeps. I partnered with my engineering team and we broke down every component inside it. Then we rebuilt the whole thing for marketing agencies. 76 pages. Every system. Every layer. Every step. Steal it. Comment "OS" and I'll send it directly. Must be a following to receive auto DM

@yanndine Claude

Most people use Claude Code like a chatbot. So I documented the most complete setup you can install today. Inside: → How to run 10 to 15 Claude sessions at the same time across terminal and browser → The CLAUDE. md file that writes its own rules after every correction so the same mistake never happens twice → Plan Mode workflow so Claude builds a full plan before touching a single file (with the exact activation steps and what to say) → How to actually use slash commands for every task you repeat more than once a day → Subagent setup so Claude reviews, simplifies, and verifies its own work without you managing it → The verification loop that produces 2 to 3 times better output on every task → Safe permissions setup so Claude never needs unrestricted access to your machine → MCP connections for Slack, BigQuery, and Sentry so Claude uses your tools directly → PostToolUse hooks so code formatting never causes errors in review → Ready to use files including CLAUDE. md, subagents, slash commands, and hooks → Common mistakes that slow Claude Code down and the exact fixes Boris uses If you build with AI daily, ship code, or manage a team using Claude Code - this is the only setup guide you will need. Comment "CLAUDE" and I will send it straight to your DMs.

@sama Lol. Saw this coming from a mile ago.

Peter Steinberger is joining OpenAI to drive the next generation of personal agents. He is a genius with a lot of amazing ideas about the future of very smart agents interacting with each other to do very useful things for people. We expect this will quickly become core to our product offerings. OpenClaw will live in a foundation as an open source project that OpenAI will continue to support. The future is going to be extremely multi-agent and it's important to us to support open source as part of that.

@steipete Couldnt agree more. We saw this coming early 2025... English (language) is the human interface. Context-pilled CLI for everything in between

everything’s gonna be an API if they want or not.

@levelsio @peacel1ghter Incredible place. Was there a few years ago. Hospitality through the roof. I think what loved most is how curious everyone was about you, your background, your story. Be back in a heartbeat

🇨🇳🇺🇸 Yesterday @peacel1ghter in the replies invited us for hotpot We went to a World War 2 bomb shelter (I saw it somewhere) with hotpot inside, there's like 30 of these and it's kind of a tourist trap but this was one of the better ones Chongqing was the WW2 capital of China when the Japanese invaded, so there's a lot of bomb shelters here We ate beef stomach (tripe), pork intestines, chicken feet and lots more food in the extra oily Chongqing-style hotpot @peacel1ghter grew up in America and now lives in China so he's a great balanced source of what's really happening here The TL;DR is essentially you have to come visit China to really understand it in every context like social, cultural, economic and geopolitically and you can't believe everything you read in the West about it As I guess you can't believe everything about the West in Chinese media, same same! US and China as I said before are more similar to each other than different, both very ambitious, pragmatic and masculine cultures that both want to win in every aspect And to better understand that, going for hotpot is a great start 😊

Personal pet peeve: Uncles that roll into a lounge at the airport in a wheelchair... only to stand up when they get in, hit the bar, grab some food, and then casually sit down on the fucking couch. There needs to be some 'disability' gauge here. Ridiculous.

Can't get over how good nano banana is at generating perfect text on a digital whiteboard. Unreal. My new workflow is this: - draw thoughts out on whiteboard - upload and fix with nano banana + voice narration of my intent Works, every time.

@didier_lopes Lol. That just means you're doing something well. I find it hard to believe they've patented portfolio optimization and charts but I've definitely heard worse cases being litigated

Crazy how one of the big incumbents (billions in rev) reached out to a third party to send us a cease a desist for *checks notes* someone from the community using their data to build an open portfolio application on OpenBB that has: - Position Imputation - Holdings Evaluation - Characteristics Indicators - Ex-Post Risk Analytics - Index Fetching - Total Return, P&L, and Market-Value charts. - Brinson Performance Attribution but... it actually doesn't use any data from that incumbent.

@timmyj1023 @hwchase17 mostly the out of box checkpointing solution + traces + support for sending events back. we could build this scaffolding ourselves but so many other areas to focus on that this was easier to start with and then spend all our time on edgecases/evals

@2sidesofacoin @hwchase17 What do you guys like about Langchain as opposed to more lightweight prompt routers e.g LiteLLM or Openrouter?

@cursor_ai is down. We can all go home now...

> be James Hamilton Yup. That's it. Easy. End of story. Life is good.

@rauchg @karpathy Funny enough, I think it is exactly what we're all doing in our coding agents. When you find a pattern that needs to be remembered, store it as a file. And have your agent refer to it when you see a similar pattern for a new work stream. Skills formalizes this

I love @karpathy’s idea of stripping the LLM down to a “cognitive core”, rather than a memorization machine. The three ideal ingredients of a successful agent seem to be: ▫Cognition ▫Knowledge ▫Skills As a metaphor, great engineers transcend language. You can write Python, TypeScript, and Rust in the same codebase due to how good your base cognition has gotten. Knowledge and facts should be retrieved via search. I expect @exaailabs, @perplexity API and @p0 to only get more important. (The LLM should still have in Karpathy’s terms “a base curriculum of knowledge) I’m a fan of the arrival of Skills. That same Rust engineer will likely struggle a bit to write “idiomatic React”. That’s a skill. That’s important. Skills are likely the most interesting piece of what will make agents really stand out at certain domains and codebases. What we hear frequently is that @v0 particularly stands out at aesthetic and UI skills, obviously around @nextjs

We've partnered with @Podchaser, the world’s leading podcast database, to offer our customers a new Podcasts Data Package which turns financial and tech podcast content into actionable insights on emerging trends, VC activity, and macro signals. ravenpack.com/blog/ravenpack…

Context is the new RAM

@jia_seed Bravo. Try until you succeed. It's an amazing positive reinforcement loop

two years ago, in 2023, I was begging anyone I could to join their hackathon teams after 30 dms, i was rejected by every single team for being inexperienced, so i won the whole category solo this is the story of first finding self-confidence (thread)

Day one of @ftlive #FTFoAM delivered some crucial insights on AI's future in finance. Our CPO @2sidesofacoin shared how financial institutions are actually approaching #AIagents: it's not about disruption - it's about amplification. 1/6

@tittyrespecter 🤯

it’s insane that CZ’s younger brother is the CEO of Citadel Securities Peng Zhao

@WuWei113 Butthole as ultimate hedge. Checks out.

Oh my god. My friend. Open your ear most wide. Japan yield go up very, very bad news. This piece of news mean we all soon go be only fan sIut sell picture of buthole for make money. Why? I explain > Japan go through deflation for much long time, maybe since 1980s. This mean their price of goods keep go down. Why? Low birth rate. >If everyone old, no one buy anything. If no one buy, price alway be low. >Japanese government then say, “okay, we print much money try make price go up”. >So Japan print much money, and also make interest rate be zero for long time. > all venture capital and hedge fund borrow Japan money, use for buy America asset > price for all asset in America go up > now Japan say “okay nigga, no more cheap money. Pay high yield now” > now all world hedge fund and private equity must sell asset for pay back borrowed Japan currency > now all asset price crash. Company no money. Cannot raise capital, must fire people > you and me must go on onlyfan sell buthole picture for not be starvation Oh no.

@clairevo @gdb Grunt work = boring = opps. If no one wants to do it, maybe take a gander?

speaking to my b2b heart: @gdb says “boring enterprise problems” are still massively underserved by AI startups rn