Building in AI x Finance // ex-VC & PM // Maths grad - IIT Roorkee 🎓 // Running-Poker-Books // DMs open 📥

San Francisco, CA
Joined August 2013
LiteLLM sits between our finance agent at Finrep and every model provider. It translates one interface into OpenAI Responses, Anthropic Messages, and the rest, and every call the agent makes goes through it.
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Staging environment was built for Humans. @tushaaar19 and engineering team @FinrepAI rebuilt it for AI Agents. Here’s how 👇
Our AI agent can now create a test environment, deploy a feature branch, and test it in a browser, all from a Slack request. It sends the preview URL, results, and a video back to the same thread for our team to review.
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Tushar divulging secret sauce behind the stateless agent runtime at @FinrepAI
As we started building more products at Finrep, we saw that we were building the same agent setup again and again. So we moved the runtime out of Fina and made it a shared service. Now, for a new product, we mostly just need to add its tools, skills and prompts. The rest is config. Here’s how we did it:
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Any day.
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This Independence Day 🇮🇳, I asked, "What will the next century of young Indians look like?" $0.01 Drone Deliveries. UAVs that never land. Groceries in under 10 minutes. Meet The 22nd Century Indian. A Documentary on a New India.
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Dev's observation is correct. The number of US public companies has roughly halved since the late 1990s. Founders now talk about being public as a distraction to be postponed for as long as possible. I believe being public is a profound act: a company telling its story to the world. This transparency should be the strongest thing about the public markets, and retail investors can participate in wealth creation in generational companies. Founders now talk about being public as a distraction to be postponed for as long as possible. Let's investigate at what that distraction actually is - communicating with the regulatory body (SEC) & investor community (Wall Street). With @FinrepAI - I want the reporting burden to disappear as an argument for staying private. Our ambition is to help every company tell its story to the world with the clarity and rigor once reserved for the largest public companies.
I’ve been deeply involved with 5 public companies, including 2 as ceo. Cos typically went public for three reasons. To raise capital, to give early investors & employees liquidity, & to build credibility, because large enterprises preferred doing business with public cos over private ones. Today, private capital is abundant. Existing shareholders have ways to find liquidity. Enterprises no longer view being public as a meaningful signal of quality. However, mgmt teams spend enormous amounts of time & energy managing quarterly expectations & stock price volatility. Most of that effort creates little lasting value. There is a reason there are far fewer public companies today. Unless you need access to massive pools of capital, the case for going public is far less compelling than it once was.
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My favorite line from Atomic Habits has been living in my head rent-free: “It doesn’t make sense to continue wanting something if you’re not willing to do what it takes to get it. If you don’t want to live the lifestyle, then release yourself from the desire. To crave the result but not the process is to guarantee disappointment.”
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Watching "how finance teams use Claude Cowork" webinar live - Antrophic is really going function by function inside the enterprise. Land grabbing maxx 🫣
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DM Tushar to know more!!!
cfos at public companies still draft 100-page filings in software nobody actually likes using. we're fixing that. hiring a full-time engineer in bangalore to help us ship. dm me.
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“I’ll figure it out” has gotten me further than any plan I’ve ever made
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Average startup founder experience first thing in the morning while you're still booting up
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Today we’re launching Nometria! Vibe coding made building apps easy. But getting them to production is still broken. We fix that. Nometria lets you deploy vibe coded apps to production grade infrastructure in one click. 100+ apps already live. Customers are already launching faster and closing enterprise deals. If you built it, you should be able to ship it - nometria.com – at San Francisco, CA
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~2 years at @FinrepAI built a lot, but one thing that keeps coming up is this: problems that look solved usually are not. pdf search was one of those. looks fine until you deal with 1000+ page documents. most solutions are heavy, expensive, or just not built for real product usage. we stepped back and rethought it end-to-end. got it from ~60 seconds to ~50ms. wrote about it: finrep.ai/blog/instant-pdf-s…
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i wish more founders understood one simple fact 0 to 1 is basically unteachable past experience helps you to not die  but it doesnt magically predict where pmf is hiding
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dm me with your resume and a short note, you will receive a mail within 2 days if you are cool enough
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do your duty while weeping if you must, there is nothing clean and gentle in the crooked timber of human relations
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This is still the piece I send to everyone wanting to write better. You work touched millions, Scott. Rest in Peace.
A Final Message From Scott Adams
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Happy to be following the footsteps with @FinrepAI , we have 6 former founders in a team of 18.
• 50 former founders work at Cursor • 35 former founders work at Notion What other companies do this?
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You got to believe that you can find the answer and that's all can focus on. Sometimes you have to play the odds and sometimes you have to play the calculus. I graduated studying Applied Mathematics for five years. When I was in VC, I would have met close to 1,200 start-ups. Probabilistically, to think about building a really large successful company, odds are stacked against yourself.
Ben Horowitz on how to deal with “The Struggle” Ben is asked about his famous blog post “The Struggle” and how to deal with it. He recalls Business Week writing a cover story about his company Loudcloud titled “The IPO from Hell.” The Red Herring wrote an article speculating that Ben was taking the company’s cash and setting it on fire in his parking lot. “These things hurt my feelings… But most of the stress doesn’t come so much from what people in the press and people on Twitter think. It’s more how people in the company start to feel about it. You’ve brought all these people in. They believed in you. Things aren’t going as sold. And you feel that, and it’s going badly. And then it’s amplified if they read that you suck in the press, as they did about me many times.” He continues: “I didn’t care that they said I was an idiot. What bothered me was people who work for me would go home and their spouse would go, ‘You know your CEO is an idiot? I just read it here in Business Week.’” As an entrepreneur, Ben had never really found a great outlet for this. He vented to his friend Bill Campbell who had similar bad experiences running a company called Go. But that didn’t help that much: “We’d talk about it and he would understand, but it didn’t help that much. It’s still a struggle. It’s still difficult. You just have to focus your mind on what you can do… You can’t focus on what’s going wrong and what that might imply.” He recalls an analogy from a class Peter Thiel taught on startups: “He says there are people who believe in statistics — they believe there are probabilities, that things happen, and all you can do is run a process and it is what it is… And then there are people who believe in calculus, and they believe there’s a right answer. If you’re a startup CEO, you have to believe in calculus. You have to believe you can find the answer and that’s all you can focus on… And trust me, there’s always an answer… But that’s really all there is. There’s not that much comfort out there.” Video source: @StartupGrind (2014)
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