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I’ve been building Dexter for 2 months now. It’s like Claude Code, but for finance. What Dexter can do: • find undervalued stocks • analyze them in detail • build investment thesis All of the code is open source. Bonus: Dexter can also run on local LLMs.

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Virat Singh

49,400 subscribers

552,887 просмотров • 5 месяцев назад •via X (Twitter)

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Introducing Dexter. An open source financial agent in ~200 lines of code. Think: Claude Code, but for finance. What Dexter does today: • plans tasks • runs on its own • validates its work • researches stocks It’s built with OSS tools like for managing LLMs, prompts, outputs, etc. No coding experience needed to run. Goal: build the best financial agent and share every line of code along the way. Next: evals, starting with
0:19

Introducing Dexter. An open source financial agent in ~200 lines of code. Think: Claude Code, but for finance. What Dexter does today: • plans tasks • runs on its own • validates its work • researches stocks It’s built with OSS tools like for managing LLMs, prompts, outputs, etc. No coding experience needed to run. Goal: build the best financial agent and share every line of code along the way. Next: evals, starting with

Virat Singh

317,057 просмотров • 8 месяцев назад

Dexter just hit 25,000 stars on GitHub. It's like Claude Code, but for finance. How I use it: • Screen stocks • Track earnings • Monitor my portfolio Bring your own data, search, LLM providers. It’s 100% open source.
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Dexter just hit 25,000 stars on GitHub. It's like Claude Code, but for finance. How I use it: • Screen stocks • Track earnings • Monitor my portfolio Bring your own data, search, LLM providers. It’s 100% open source.

Virat Singh

42,310 просмотров • 1 месяц назад

I cleaned up a lot of Dexter’s code today. Our core agent loop is now ~300 lines. What Dexter does: • finds undervalued stocks • analyzes them deeply • builds valuation models All of it is open source.
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I cleaned up a lot of Dexter’s code today. Our core agent loop is now ~300 lines. What Dexter does: • finds undervalued stocks • analyzes them deeply • builds valuation models All of it is open source.

Virat Singh

188,756 просмотров • 5 месяцев назад

Introducing Dexter 2.0 Open source. Built for financial research. Like Claude Code, but for stocks. What Dexter does: • plans tasks • runs on its own • validates its work • researches stocks It uses OSS tools like , with a fresh stack of typescript, react, ink, and bun. Fast to build. Easy to use. No coding required. My favorite project of the year.
0:13

Introducing Dexter 2.0 Open source. Built for financial research. Like Claude Code, but for stocks. What Dexter does: • plans tasks • runs on its own • validates its work • researches stocks It uses OSS tools like , with a fresh stack of typescript, react, ink, and bun. Fast to build. Easy to use. No coding required. My favorite project of the year.

Virat Singh

209,934 просмотров • 6 месяцев назад

Dexter just got a major upgrade. It now runs on WhatsApp. You can chat with Dexter from anywhere. How it works: • run Dexter locally • pair with QR code • chat like normal Ask about any stock and Dexter reads filings, pulls financials, and gets to work.
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Dexter just got a major upgrade. It now runs on WhatsApp. You can chat with Dexter from anywhere. How it works: • run Dexter locally • pair with QR code • chat like normal Ask about any stock and Dexter reads filings, pulls financials, and gets to work.

Virat Singh

11,314 просмотров • 4 месяцев назад

The future of finance isn’t closed. It’s open source. Meet Dexter, a deep research agent built in public. It’s crushing evals, improving fast, and every line of code is yours. Finance belongs to everyone.
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The future of finance isn’t closed. It’s open source. Meet Dexter, a deep research agent built in public. It’s crushing evals, improving fast, and every line of code is yours. Finance belongs to everyone.

virat

53,272 просмотров • 7 месяцев назад

Dexter can now read SEC filings. It pulls filings, finds the important parts, and answers with citations. Supported filings: • 10-K • 10-Q • 8-K Coverage: 20,000 stocks over 30 years. All of the code is open source.
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Dexter can now read SEC filings. It pulls filings, finds the important parts, and answers with citations. Supported filings: • 10-K • 10-Q • 8-K Coverage: 20,000 stocks over 30 years. All of the code is open source.

Virat Singh

58,148 просмотров • 4 месяцев назад

Dexter can now use local LLMs. We finally added ollama support today. Includes models like: • qwen 3 • gemma 3 • deepseek r1 Because Dexter is built on LangChain, switching between local and cloud models is easy. Huge thanks to Harsh Gupta for shipping this.
0:14

Dexter can now use local LLMs. We finally added ollama support today. Includes models like: • qwen 3 • gemma 3 • deepseek r1 Because Dexter is built on LangChain, switching between local and cloud models is easy. Huge thanks to Harsh Gupta for shipping this.

virat

36,456 просмотров • 5 месяцев назад

Dexter vs. Claude Code I ran tests overnight and Dexter came out ahead on complex financial tasks that required deep research. Dexter won on: • speed (by 92%) • cost (by 26%) • correctness (by 31%) I use Claude Code often, so this was fun to see. A key challenge for CC is that it relies on web search for financial data. Most of what it finds comes from news sites, blogs, and other secondary sources. Dexter uses primary source data from Financial Datasets, so the performance gap makes sense. Plenty of room to improve on Dexter. The gap will only grow from here. Evals from vals. Report coming next.
0:19

Dexter vs. Claude Code I ran tests overnight and Dexter came out ahead on complex financial tasks that required deep research. Dexter won on: • speed (by 92%) • cost (by 26%) • correctness (by 31%) I use Claude Code often, so this was fun to see. A key challenge for CC is that it relies on web search for financial data. Most of what it finds comes from news sites, blogs, and other secondary sources. Dexter uses primary source data from Financial Datasets, so the performance gap makes sense. Plenty of room to improve on Dexter. The gap will only grow from here. Evals from vals. Report coming next.

virat

26,638 просмотров • 6 месяцев назад

For all the pieces of shit in the world, Be like Dexter Morgan.
0:14

For all the pieces of shit in the world, Be like Dexter Morgan.

Craig

636,902 просмотров • 6 месяцев назад

Big change in Dexter today. We replaced 20+ financial tools with a single Financial Search sub-agent. It’s web search, but for financial data. Dexter can search across: • earnings • SEC filings • stock prices • news + more Bonus: it’s fully extensible. Add crypto, options, or any data you need.
0:17

Big change in Dexter today. We replaced 20+ financial tools with a single Financial Search sub-agent. It’s web search, but for financial data. Dexter can search across: • earnings • SEC filings • stock prices • news + more Bonus: it’s fully extensible. Add crypto, options, or any data you need.

virat

24,561 просмотров • 5 месяцев назад

Dexter has grown fast in the last 4 days. So I cleaned up the core agent loop to make it simple again. Dexter can still: • read SEC filings • pull accurate financials • search the web Cleaner code, same capabilities.
0:13

Dexter has grown fast in the last 4 days. So I cleaned up the core agent loop to make it simple again. Dexter can still: • read SEC filings • pull accurate financials • search the web Cleaner code, same capabilities.

Virat Singh

16,235 просмотров • 4 месяцев назад

Astor is crazy for this one 💀 The way Dexter said "alright" sounded so genuine, made me think she just went off script 😭 Also can’t get over that they call Debra aunt but call Dexter Dexter 😂
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Astor is crazy for this one 💀 The way Dexter said "alright" sounded so genuine, made me think she just went off script 😭 Also can’t get over that they call Debra aunt but call Dexter Dexter 😂

𝓸𝓶𝓰 𝓲𝓽𝓼 𝓓𝓻𝓪𝓴𝓸 ♕ ★🧝🏽‍♂️

33,496 просмотров • 1 год назад

Rep. Maxine Dexter: “White milk in schools is White supremacy.” Just a thought/question for Dexter... is breast milk different colors based on the race of the mom?
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Rep. Maxine Dexter: “White milk in schools is White supremacy.” Just a thought/question for Dexter... is breast milk different colors based on the race of the mom?

Wake Up America

29,780 просмотров • 1 месяц назад

Dexter now writes investment memos. My flow: I pick a stock and ask Dexter to pull all data + learn everything about it. Then Dexter gives me variant takes and bull / bear on the stock. Total time is ~3 mins. I went from idea → long $DDOG at $109.
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Dexter now writes investment memos. My flow: I pick a stock and ask Dexter to pull all data + learn everything about it. Then Dexter gives me variant takes and bull / bear on the stock. Total time is ~3 mins. I went from idea → long $DDOG at $109.

Virat Singh

16,038 просмотров • 1 месяц назад

Dexter can now search insider trades. Ask: “Are PLTR execs buying or selling the stock?” Dexter pulls latest Form 4 filings, reads them, and answers using data straight from the SEC.
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Dexter can now search insider trades. Ask: “Are PLTR execs buying or selling the stock?” Dexter pulls latest Form 4 filings, reads them, and answers using data straight from the SEC.

Virat Singh

103,398 просмотров • 6 месяцев назад

I’m rebuilding Dexter from scratch. Like Claude Code, we’re moving from python to typescript. Here is why: • richer UI • better async • type safety • full-stackness Claude Code uses Ink, which is React for command line apps. We will use it as well. Excited to rebuild.
0:10

I’m rebuilding Dexter from scratch. Like Claude Code, we’re moving from python to typescript. Here is why: • richer UI • better async • type safety • full-stackness Claude Code uses Ink, which is React for command line apps. We will use it as well. Excited to rebuild.

Virat Singh

61,222 просмотров • 6 месяцев назад

We’re launching a new Dexter tomorrow. Biggest change is the core agent loop. Some highlights: ~32% less code ~60% faster ~40% cheaper This is the 3rd rewrite of Dexter. So far its crushing our benchmarks.
0:12

We’re launching a new Dexter tomorrow. Biggest change is the core agent loop. Some highlights: ~32% less code ~60% faster ~40% cheaper This is the 3rd rewrite of Dexter. So far its crushing our benchmarks.

virat

33,548 просмотров • 5 месяцев назад

Dexter is getting stronger every day. What’s great is how simple its core skills are. Dexter can: • read SEC filings • pull financials • search the web That’s enough to cover ~90% of the work I manually do on my own.
0:14

Dexter is getting stronger every day. What’s great is how simple its core skills are. Dexter can: • read SEC filings • pull financials • search the web That’s enough to cover ~90% of the work I manually do on my own.

Virat Singh

29,766 просмотров • 5 месяцев назад

I just spent 3 weeks building this. Our new multi-agent architecture is live. We now support: • 10 LLMs • 15 agents • 20,000+ stocks orchestrates our agent graph. All code is open source.
0:13

I just spent 3 weeks building this. Our new multi-agent architecture is live. We now support: • 10 LLMs • 15 agents • 20,000+ stocks orchestrates our agent graph. All code is open source.

Virat Singh

25,103 просмотров • 11 месяцев назад