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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...

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virat

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26,638 views • 6 months ago •via X (Twitter)

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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

209,919 views • 6 months ago

Dexter hit 10,000 stars on GitHub. It’s OpenClaw and Claude Code, for finance. What Dexter can do: • find undervalued stocks • break down financials • turn research into a thesis All our code is open source.
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Dexter hit 10,000 stars on GitHub. It’s OpenClaw and Claude Code, for finance. What Dexter can do: • find undervalued stocks • break down financials • turn research into a thesis All our code is open source.

Virat Singh

1,003,496 views • 4 months ago

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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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.

Virat Singh

552,839 views • 5 months ago

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.
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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 views • 5 months ago

Dexter now runs on real-time market data. I added the core data stack to make it even more powerful. Data sources: • SEC filings • financial statements • stock prices • key metrics Now Dexter can handle more complex questions like: “Is MSFT’s revenue growth justifying its P/E ratio? Show me growth over the past 8 quarters and YTD price action.” Then let it go to work.
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Dexter now runs on real-time market data. I added the core data stack to make it even more powerful. Data sources: • SEC filings • financial statements • stock prices • key metrics Now Dexter can handle more complex questions like: “Is MSFT’s revenue growth justifying its P/E ratio? Show me growth over the past 8 quarters and YTD price action.” Then let it go to work.

Virat Singh

48,368 views • 8 months ago

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 views • 1 month ago

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 views • 4 months ago

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.
0:11

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 views • 1 month ago

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.
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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 views • 6 months ago

Introducing crypto on Dexter We can now: • track prices • research ideas • test correlations Across hundreds of cryptocurrencies. Data from Coinbase, Kraken, and Bitfinex.
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Introducing crypto on Dexter We can now: • track prices • research ideas • test correlations Across hundreds of cryptocurrencies. Data from Coinbase, Kraken, and Bitfinex.

Virat Singh

24,395 views • 6 months ago

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 views • 4 months ago

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 views • 6 months ago

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 views • 7 months ago

Dexter can now access any financial metric. The coverage here is massive, and includes over 20,000 stocks over 30 years. Metrics are from: 1 • income statements 2 • balance sheets 3 • cash flow statements 4 • key ratios Powered by a new financial metric subagent.
0:10

Dexter can now access any financial metric. The coverage here is massive, and includes over 20,000 stocks over 30 years. Metrics are from: 1 • income statements 2 • balance sheets 3 • cash flow statements 4 • key ratios Powered by a new financial metric subagent.

virat

77,998 views • 4 months ago

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 views • 5 months ago

OpenAI's Deep Research is getting a run for its money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!
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OpenAI's Deep Research is getting a run for its money. Deep Lake was just released, and it's a different take on an AI system that can do deep research on your own data. You can use Deep Lake to build AI search with reasoning on your private and public data. (Look at the attached videos to get an idea of how it works.) If you want to research proprietary and sensitive data, Deep Research won't help you because it's limited to public data. Deep Lake, however, will allow you to use your private data. On top of that, Deep Lake supports multi-modal retrieval from the ground up. It uses vision language models for data ingestion and retrieval so that you can connect any data (PDFs, images, videos, structured data, etc.) You can even use mixed-data queries! Deep Lake can search your data from S3, Dropbox, and GCP. It learns from your queries over time, making the results as relevant to your work as possible!

Santiago

171,340 views • 1 year ago

Dexter now renders tables automatically. When an answer includes tabular data, the UI is generated on the fly. This makes it much easier to scan earnings, metrics, and comparisons.
0:15

Dexter now renders tables automatically. When an answer includes tabular data, the UI is generated on the fly. This makes it much easier to scan earnings, metrics, and comparisons.

virat

11,496 views • 5 months ago

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

29,753 views • 1 month ago

I can't believe I just found out about this. Claude Code, but for finance (Dexter). Create in-depth market research reports, investment theses, stock analyses, and more. h/t Virat Singh for spending 2+ months building this.
0:12

I can't believe I just found out about this. Claude Code, but for finance (Dexter). Create in-depth market research reports, investment theses, stock analyses, and more. h/t Virat Singh for spending 2+ months building this.

Miles Deutscher

113,671 views • 5 months ago