Sourcery

Sourcery with Molly O'Shea
Sourcery
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164 episódios

  • Sourcery

    Inside Harvey AI: $11B, $300M ARR, 960 Employees, 12 Offices, 13 Trillion Tokens a Month

    16/06/2026 | 38min
    Winston Weinberg is the CEO and co-founder of Harvey, the $11 billion AI platform now used by 2/3 of the AmLaw 100 and 500+ in-house legal teams including HSBC, Bridgewater, Carvana, and Blue Owl.
    "I think every single company is going to sell intelligence."
    In this episode, Winston walks me through Harvey's San Francisco HQ and then sits down to break down the state of the business: roughly $300M ARR (up from $100M last August), 2,000 customers, 960 employees across 12 global offices, and token usage that jumped from 1 trillion in January to a projected 12-13 trillion this month.
    "It feels like if you do not constantly change, you are just gonna get so behind that you die as a company right now."
    Winston covers the shift to cloud agents, why Harvey's real competition is the foundation labs (not other legal tech companies), how to reinvent a company every 6 months, the future of vertical models, the billable hour problem coming for every AI buyer, and why every company will eventually sell intelligence.

    Winston Weinberg: https://x.com/winstonweinberg 
    Molly O’Shea: https://x.com/MollySOShea 
    Sourcery: ⁠https://x.com/sourceryy 

    𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊
    YouTube: https://youtu.be/ekXJCDNEmOM

    𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒
    • Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery 
    • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery 
    • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com  
    • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery
    • Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery 
    • Merge—The leading provider of customer-facing integrations and agentic tools for frontier LLMs, Fortune 500 organizations, and B2B SaaS companies. Visit https://merge.dev  
    Follow Sourcery for the latest updates!
    https://www.sourcery.vc
    Disclosure
    Paid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.
     
    𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒
    (00:00) Winston Weinberg, Co-Founder & CEO at Harvey
    (00:45) Inside Harvey HQ
    (03:17) Harvey by the numbers
    (04:11) How Harvey expands globally
    (05:16) Why Harvey employs 200+ lawyers
    (06:30) The philosophy behind Harvey's office
    (07:35) The loudest lunch culture in tech
    (09:03) Winston's favorite room
    (10:04) Eight Airbnbs before a real office
    (12:58) Inside a $300M ARR company
    (14:20) Tripling revenue in under a year
    (15:35) What $1B+ unlocks
    (17:36) Building an AI native company
    (21:10) Convincing lawyers to join tech
    (22:14) The biggest adjustment for lawyers in tech
    (23:26) Build vs buy
    (26:59) What SaaS got away with that AI can't
    (28:39) Financing 13 trillion tokens
    (30:05) Why the labs can't just copy Harvey
    (31:18) Competing with OpenAI and Anthropic
    (32:03) Will the labs start acquiring?
  • Sourcery

    TBPN, Jack Altman, a16z, Now It’s Lightspeed's Media Move

    15/06/2026 | 48min
    Claire Zau is a pre-seed and seed investor at Lightspeed and co-host of Lightwork, Lightspeed's new weekly AI podcast with CMO Josh Machiz. She also runs Zauey Talks, where she reaches 350K+ people and 10M+ monthly impressions explaining AI and startups to an audience that mostly does not work in tech.
    Tech is racing to own direct distribution and auramax to save their lives. a16z acquired Erik Torenberg's Turpentine in 2025, OpenAI acquired TBPN in 2026, and Jack Altman's Uncapped joined Benchmark. Lightspeed's move was to bring in one of the strongest creators in the space and give her a dual mandate: keep building for the mainstream while investing at the earliest stages. 
    Molly sits down with Claire to talk about that split role, why Lightspeed bet on it, and what Lightwork will cover. They get into the gap between tech Twitter optimism and mainstream skepticism, the AI bubble question, the jobs narrative, and which AI leaders tell the story best. Claire also breaks down the Lightspeed portfolio she's digging into, from agent infrastructure to an AI-native audit firm.
    About Lightspeed
    Lightspeed is a global, multi-stage, venture capital firm managing over $40B in assets. Since its founding in 2000, Lightspeed has been the first investor and an early backer of some of the most innovative companies in the world including Abridge, Anthropic, Anduril, Castelion, Databricks, Glean, Mistral, Navan, Neko Health, Netskope, Thinking Machines, Reflection AI, Rubrik, Snap, Skild AI, Vinted, Wiz, and more.

    Claire Zau: https://x.com/clairejyz 
    Molly O’Shea: https://x.com/MollySOShea 
    Sourcery: ⁠https://x.com/sourceryy 

    𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊
    YouTube: https://youtu.be/ht_DuxWLh8M

    𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒
    • Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery 
    • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery 
    • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com  
    • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery
    • Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery 
    • Merge—The leading provider of customer-facing integrations and agentic tools for frontier LLMs, Fortune 500 organizations, and B2B SaaS companies. Visit https://merge.dev  
    Follow Sourcery for the latest updates!
    https://www.sourcery.vc
    Disclosure
    Paid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.
  • Sourcery

    SpaceX IPO: Inside the Firm That Owns 1%

    14/06/2026 | 29min
    Justin Fishner-Wolfson is Co-Founder and Managing Partner of 137 Ventures, the firm that turned a contrarian read on private markets into a $15B platform and one of the largest SpaceX positions in venture. His firm now owns more than 1% of SpaceX, a stake worth roughly $20B at the company's $1.77T listing valuation.
    He was on the SpaceX deal team at Founders Fund in 2008, left to start 137, and has since bought into the company roughly two dozen times, mostly through secondaries and tenders, without selling a share. He has been buying since SpaceX was valued at $1B. In this conversation he walks through the thesis that companies would stay private longer, why partial liquidity sharpens founder focus rather than dulling it, and how 137 concentrates capital in durable companies instead of chasing sectors.
    We cover SpaceX's shift from cost-plus to fixed-price economics, the Falcon 9 reusability that made launch profitable, when Starlink became underwritable, the $240B secondary market, why he backed Cognition over the foundational models, his cash on cash discipline over ownership targets, and what he plans to do with the stake once the lockup lifts.

    Justin Fishner-Wolfson: https://www.linkedin.com/in/justinfw
    Molly O’Shea: https://x.com/MollySOShea 
    Sourcery: ⁠https://x.com/sourceryy 

    𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒
    YouTube: https://youtu.be/y_JN4WNu8JY

    𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒
    • Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery 
    • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery 
    • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com  
    • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery
    • Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery 
    • Merge—The leading provider of customer-facing integrations and agentic tools for frontier LLMs, Fortune 500 organizations, and B2B SaaS companies. Visit https://merge.dev  
    Follow Sourcery for the latest updates!
    https://www.sourcery.vc

    Disclosure
    Paid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.
     
    𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒
    (00:00) Justin Fishner-Wolfson, Co-Founder & Managing Partner at 137 Ventures
    (00:51) The story of SpaceX
    (02:50) Why companies are staying private longer
    (04:15) What Liquidity actually means for Founders and Employees
    (05:38) Why he left Founders Fund to start from scratch
    (06:23) $240B Secondaries market
    (07:01) What made SpaceX a generational bet
    (07:52) How the Falcon 9 made the entire Space Industry obsolete
    (10:59) When Starlink became the obvious winner
    (13:29) How 137 Ventures turns Conviction into Compounding
    (14:09) Backing SpaceX alumni: the Impulse investment
    (14:32) Will the secondary market keep growing?
    (15:15) Companies vs. Categories
  • Sourcery

    Brian Singerman: "If SpaceX Didn't Work, Founders Fund Wouldn't Exist"

    11/06/2026 | 51min
    Brian Singerman spent 17 years at Founders Fund, where he helped drive large concentrated investments into companies like SpaceX, Palantir, Airbnb, Stripe, Stemcentrx, Anduril, and Affirm. He recently left to co-found GPx, a new fund backing emerging managers. In this episode we break down the philosophy behind Founders Fund's concentration strategy, how a lifetime of competitive strategy gaming shapes the way he reads founders, and why he is now applying the same framework to GPs instead of companies.
    "When I did get to meet Elon and learn more about SpaceX, it was extremely clear that there was nobody else like him on the planet who could actually pull something like SpaceX off."
    The conversation runs from his 2008 start at Founders Fund and what he learned from Peter Thiel, to the SpaceX bet the firm staked its career on, why he has never read a financial report, and his read on genuinely authentic founders like Cyan Banister, Palmer Luckey, and Alex Karp. Plus a round of questions submitted by Max Levchin, Trae Stephens & Scott Nolan, his views on wealth taxes and asset seizure, and his bet on N-of-1 human cultural artifacts.

    Brian Singerman: https://x.com/briansin 
    Molly O’Shea: https://x.com/MollySOShea 
    Sourcery: ⁠https://x.com/sourceryy 

    𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊
    YouTube: https://youtu.be/Il5dCTkIF_M

    𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒
    • Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery 
    • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery 
    • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com  
    • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery
    • Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery 
    • Merge—The leading provider of customer-facing integrations and agentic tools for frontier LLMs, Fortune 500 organizations, and B2B SaaS companies. Visit https://merge.dev  
    Follow Sourcery for the latest updates!
    https://www.sourcery.vc

    Disclosure
    Paid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.
  • Sourcery

    Inside Impulse Space's Factory with Founder Tom Mueller (Full Tour)

    04/06/2026 | 43min
    Tom Mueller, Founder, CEO and CTO of Impulse Space, (aka Employee #1 at SpaceX) gives Sourcery a walkthrough of the company's Redondo Beach factory, from the avionics clean room to a live rocket engine firing in the vacuum chamber.

    As SpaceX's founding employee, Tom led development of the engines for Falcon and Dragon and started the origins of what became Starship. His proudest project, the Merlin engine, still flies Falcon 9. In this episode he explains why he left to build the next layer of space infrastructure: moving payloads and cargo around once they're in orbit.

    We tour Mira (the company's precision maneuvering spacecraft), Helios (the vehicle bringing same-day delivery to space), and the Deneb engine, and get into how Impulse designs and builds: extreme vertical integration, 3D-printed engines, in-house composite tanks, and a "build, test, iterate" loop.

    Tom also shares where he thinks the industry is heading, on nuclear electric propulsion, data centers in space, the return to the Moon, and what it was like to work with Elon Musk.

    Tom Mueller: https://x.com/lrocket 
    Molly O’Shea: https://x.com/MollySOShea 
    Sourcery: ⁠https://x.com/sourceryy 

    𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒
    YouTube: https://youtu.be/WIORHdlPWAI

    𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒
    • Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery 
    • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery 
    • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com  
    • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery
    • Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery 
    • Merge—The leading provider of customer-facing integrations and agentic tools for frontier LLMs, Fortune 500 organizations, and B2B SaaS companies. Visit https://merge.dev  
    Follow Sourcery for the latest updates!
    https://www.sourcery.vc
    Disclosure
    Paid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.

    𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒
    (00:00) Tom Mueller, Founder, CEO & CTO of Impulse Space
    (00:49) Inside Impulse Space
    (02:32) Avionics Bay floor
    (02:59) Building rockets at home
    (03:50) Mira and Helios
    (08:00) Why he left SpaceX
    (09:33) The Deneb Engine walkthrough
    (11:42) Testing in Mojave
    (12:23) Favorite part of the Engine
    (13:30) How it's 3D Printed
    (14:21) Why 3D Printing changes everything
    (16:54) Finding Talent for COPVs
    (17:28) No Modern hardware without software
    (19:52) The Mill Turn explained
    (22:42) Payload Deck Design
    (25:28) Entering the Secret Area
    (30:48) Thrust, Flow Rate, and 100 Sensors
    (32:13) Collision avoidance in Orbit
    (32:57) The Electric Propulsion Chamber
    (34:28) Nuclear Electric is the future
    (38:49) Data Centers in Space
    (40:28) SpaceX and Starlink's Growth
    (41:10) Working with Elon
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