Sourcery

The Token-Maxxing Bill That Shocks Every CFO — & the Fix


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Merge co-founders Shensi Ding (CEO) and Gil Feig (CTO) join Sourcery for a wide-ranging conversation on building AI infrastructure that quietly powers some of the biggest companies in tech — including OpenAI, Perplexity, Netflix, Uber, Mistral, and Dropbox.

They break down Merge's three-product suite (Unified, Agent Handler, and Gateway), the make-or-break month that pushed them to rebuild around AI, and why they now believe "English is your programming language." Gil gets candid on the state of AI security — supply chain attacks, agentic code flooding GitHub, and why the scariest threat is always internal. Shensi shares hard-won hiring philosophy (missionaries vs. mercenaries), her admiration for Benioff and the "beginner's mind," and a hot take on companies over-engineering their own models.

Plus: the SaaSpocalypse, the brutal reality of token-maxxing bills, governing employee AI access, headless Salesforce, and whether today's AI valuations make any sense at all.


Shensi Ding: https://x.com/shensi

Gil Feig: https://x.com/GilFeig 

Molly O’Shea: https://x.com/MollySOShea 

Sourcery:https://x.com/sourceryy 


𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒

YouTube: https://youtu.be/SjrejHEAdeg


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) Shensi Ding & Gil Feig, Co-Founders at Merge

(01:04) Three products. One big bet

(03:20) How Merge made the AI pivot

(04:42) The Classic Innovator’s Dilemma

(05:58) Building culture around AI

(07:10) The leverage nobody’s talking about

(08:52) Codex vs Claude Code

(09:15) The scale nobody knew about

(09:47) SaaS, Finance, and the Biggest AI Labs

(10:46) Why AI companies buy differently

(12:04) What AI sales actually looks like

(13:04) The Fastest sales cycles in the market

(14:35) Why is Cybersecurity broken

(15:59) Merge's solution to agent security

(19:16) Mythos, Wiz, and the GitHub Hack

(22:34) 1,000 Bot signups in one hour

(23:23) Real reason companies pay ransom to hackers

(25:43) The State of AI Infrastructure Costs

(26:41) Internal AI Governance is the next big problem

...more
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