Feb 28, 2026 · 1h 0m · news
The SaaS Apocalypse: Who Lives & Who Dies | Insight Partners Co-Founder, Jerry Murdock · 20VC with Harry Stebbings
0:00 / 0:00
▶ Watch on YouTube →
gold bands on the timeline = statements, start to end. Hover to read, click to jump. CC turns on captions
Veteran venture capitalist Jerry Murdock outlines the highly disruptive "AI tsunami," explaining how autonomous agents, open-source technology, and hardware shifts will fundamentally reconstruct the SaaS ecosystem, corporate headcounts, and venture capital investment strategy.
How this conversation actually went
Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Harry holds 20.5% of the talking time here. How this is scored →
Harry as informed peer 4.1 Guest teaching 5.2 Guest disagreement 1.9 Harry pushing back 3.2
speaking balance: gold is Harry, purple is the guest (3 minute bins)
Sharpest disagreement ▶ 46:25 Reframing $20B Fund Sizing to Vintage Timing
When Harry brings up criticism of Insight's $20B fund deployment speed and inflated valuations, Jerry firmly rejects the premise by insisting that macro vintage timing is the sole determinant of venture success.
Hardest push from Harry ▶ 46:10 Harry Pushes on Insight's $20B Fund Deployment SpeedHarry directly presents LP criticisms regarding Insight's $20B fund size, deployment pace, and valuation discipline, refusing to let Jerry bypass the controversy.
Biggest teaching moment ▶ 5:11 Jerry Explains the LAMP Stack Analogy for Agent StacksJerry educates Harry on software infrastructure history, showing how the 2003 LAMP stack enabled web commerce and drawing a direct line to how open-source agent stacks will drive ASIC chip adoption.
Harry holds his own ▶ 55:25 Harry Hits Back on Google's Superior DistributionHarry demonstrates strong competitive insight by challenging Jerry's pick of OpenAI, pointing out Google's massive native distribution moats across Gmail and YouTube.
the scores for every segment, with the reasoning behind each
| Chapter | Topic | Harry as informed peer | Guest teaching | Guest disagreement | Harry pushing back | Why |
|---|---|---|---|---|---|---|
| Defining the AI Tsunami and Autonomous Agents | 2 | 4 | 2 | 1 | Harry introduces the conversation around AI waves and SaaS disruption, asking open-ended framing questions. Jerry reframes the AI shift specifically around autonomous agents rather than general AI, setting the thesis for the episode. | |
| The Fall of Cursor and Skating to the Future | 5 | 6 | 2 | 4 | Harry questions how autonomous agents impact heavily funded developer tools like Cursor and asks about his NVIDIA GPU holdings. Jerry provides an extensive historical breakdown of the LAMP stack to illustrate how open-source agent stacks will shift workloads toward ASIC chips. | |
| AI Investment Realities, Market Reactions, and Historical Parallels | 5 | 6 | 2 | 4 | Harry cites specific public market sell-offs like Cloudflare and CrowdStrike dropping 10 percent on Anthropic security releases. Jerry explains market psychology, noting that 80 percent of his investments returned under 1.3x and comparing current uncertainty to the 2000 dot-com crash. | |
| Systems of Record: Legacy Software Giants in an Agentic Era | 4 | 5 | 1 | 4 | Harry presses on how investors can ascribe value when traditional SaaS metrics become transient and legacy systems of record face disruption. Jerry uses Carta and Salesforce as examples to explain that valuation will depend on management execution and context integration. | |
| Selling to Agents, Consumption Pricing, and the Bolt-On Trap | 4 | 5 | 3 | 4 | Harry asks if traditional growth benchmarks like triple-triple-double-double are dead and questions if software will be entirely customized through vibe coding. Jerry details how agents acting as employees will shift buying dynamics to consumption-based models. | |
| White-Collar Displacement, Universal Basic Income, and political Impact | 3 | 6 | 1 | 3 | Harry prompts a discussion on the labor impacts of rapid AI adoption across white-collar professions. Jerry outlines how junior hires in scheduling, marketing, and legal will be replaced first, predicting universal basic income could become a major presidential campaign topic. | |
| Headcount as a Bug, Single-Person Billion-Dollar Companies, and Private Equity | 5 | 5 | 2 | 4 | Harry cites Klarna's planned headcount reduction from 7,000 to 2,000 and references specific buyout portfolio assets like Anaplan and Coupa. Jerry reframes headcount around high-density A-player cultures and draws a historical parallel to the collapse of Forstmann Little. | |
| Wealth, Intuition vs. Wishful Thinking, and Founder Obsession | 4 | 6 | 3 | 3 | Harry explores whether wealth makes venture capitalists better decision-makers. Jerry separates true intuition from wishful thinking, admitting that his worst investments came from backing agreeable founders rather than obsessed, socially challenged ones. | |
| Adapting to Change, Spatial Intelligence, and Career Regret | 3 | 5 | 1 | 1 | Jerry discusses Fei-Fei Li's work on spatial intelligence and the inherent limits of language. Harry shares personal vulnerabilities regarding career choices and early struggles with alcoholism, which Jerry responds to with empathetic wisdom and a Hunter S. Thompson quote. | |
| Going Over the Edge: Kenya and Early Insight Mistakes | 5 | 5 | 1 | 3 | Jerry shares his formative 1977 experience in Kenya before reflecting on Insight's early failure with Insight Europe. Harry articulates why remote investment decision-making degrades fund quality, which Jerry strongly validates based on his own partner experience. | |
| Fund Size, Timing, and the Best Era for New Funds | 6 | 6 | 4 | 6 | Harry directly confronts Jerry with industry critiques regarding Insight's $20 billion fund deployment speed and high pricing. Jerry pushes back on the premise, arguing that fund vintage timing rather than fund size is the primary driver of venture returns. | |
| The Watershed Twitter Investment and Navigating Failures | 3 | 5 | 1 | 3 | Harry asks Jerry about managing confidence during venture downturns. Jerry tells the story of leading Twitter's 2009 investment despite no revenue and partner skepticism, framing loss and failure as fundamental aspects of the asset class. | |
| Quick Fire: Grads, Sourcing, and the Sweden Founders | 3 | 4 | 2 | 1 | In a rapid-fire sequence, Harry asks Jerry about advice for graduates, top deal pickers, and memorable meetings. Jerry advises graduates to run OpenClaw on a Mac Mini and recounts how Truecaller's founders flew to Aspen to secure an investment. | |
| OpenAI vs. Anthropic, Distributing Energy, and Parenting Wisdom | 5 | 5 | 2 | 4 | Harry challenges Jerry's preference for OpenAI by highlighting Google's massive distribution moats with Gmail and YouTube. Jerry explains the strategic value of reaching one billion users, shares thoughts on money as energy, and offers parenting advice. |
Statements from this episode (40)
Jerry Murdock: Most companies view AI coding assistant Cursor as obsolete
“Most of the companies, their view, as they've told me, is cursor is obsolete.”
Jerry Murdock: Autonomous agents, not general AI, represent the real AI tsunami
“And in this case, it's autonomous agents. Autonomous agents is, is in my opinion, what the tsunami is about. Not just AI in general.”
Jerry Murdock: Open-source communities will drive the biggest impact in AI
“And those open source communities that are popping up in massive amounts, they're the ones that are going to have the big impact.”
Jerry Murdock: AI startups are using autonomous agents to write code
“So if I look at real true AI startups like E to B or eventual or Lotus AI get dynasty. These are all native AI companies that are up and running Ovens, another great one. What's happening with them is they're all using open claw, nano claw, or one of their own…”
Jerry Murdock: Cursor will pivot strategy toward autonomous AI agents
“Now, my view is, yeah, well, but that team is really smart. They've got a lot of money and a lot of customers. They've got time to embrace autonomous agents, which is what I think they'll do. And they've got shots to pivot and figure out what the next directio…”
Jerry Murdock: Autonomous AI agents will feature dynamic LLM orchestration layers
“I think what's going to happen with the autonomous agents is ultimately they're going to have an orchestration layer where they can have multiple different LLMs, you know, that they can orchestrate on and triage workflows.”
Jerry Murdock: Autonomous agents will drive shift from Nvidia GPUs to ASICs
“And my guess is this will lead to the rise of open source models more, more proficiently. And that it's going to lead to the rise of ASICS chips, because what's going to happen with ASICS is you're going to put the model on the chip. You know, ASICS is going t…”
Jerry Murdock: Meta rejected Nvidia GPUs to bet on custom ASIC chips
“I mean, look, you know, a lot of people like to criticize meta here and there about being behind the game, but they had the balls to say no to Jensen. Sorry, Jensen. We don't need you. So why did he do that? Because he's betting on a six chips. No question abo…”
Jerry Murdock: 80% of my venture investments returned under 1.3x capital
“About 80% of the investments I've made have returned less than 1.3 X. So it's the 20% that made all the money in my life and made all the impact.”
Jerry Murdock: E2B's AI agent sandboxes achieve 80-millisecond latency
“Well, EtoB has sandboxes that respond in 80 milliseconds.”
Jerry Murdock: Salesforce won't melt overnight and will survive long-term
“Salesforce is like a Mount Everest, right? It's an 8000 meter peak sitting there. It's not going to melt overnight. That thing is going to be around for a long time.”
Jerry Murdock: New technology expands software markets before contracting them
“Normally when a new technology comes, it sort of expands the market before it contracts, because people are already in their momentum.”
Jerry Murdock: AI agents will replace humans as primary software buyers
“Software is going to be purchased or used by agents. And what's going to happen is an agent, an autonomous agent becomes an employee. You give it credentials, you give it identity, and then it's up to the agent to make the decision. You will review them like a…”
Jerry Murdock: Docker is transitioning toward a consumption-based AI pricing model
“One of my companies, Docker has been moving dramatically toward this as they move into AI, which is a consumption based model.”
Jerry Murdock: AI agents will write software faster and cheaper than humans
“Autonomous agents, and it may take a year or longer for most enterprises to actually enable and get committed to autonomous agents, but they're going to write software faster, cheaper than any human being on the planet.”
Jerry Murdock: Legacy SaaS vendors face severe disruption within 18 months
“But if you're not making your software for autonomous agents today, you're going to be challenged in the future. Maybe it's six months, maybe a year, maybe 18 months, but you're going to be severely challenged if you still think human beings are going to buy y…”
Jerry Murdock: AI job displacement could decide the next US presidential election
“I'm here to say that that is going to be a major issue On the next presidential election, it could decide the election. It'll be one of the most important things because there's no easy answer.”
Jerry Murdock: Autonomous agents will perform scheduling and marketing better than humans
“There's no question that anyone that inputs data into a computer that does scheduling that, you know, like an executive assistant or people doing marketing, those jobs are probably ultimately going to be better done by autonomous agents, white collar jobs.”
Jerry Murdock: AI displacement begins with hiring freezes for junior white-collar roles
“First of all, not to the people with the job. First of all, to the next person in line, the next junior developer you want to hire, the next executive assistant, the next marketing person. So the first thing you see is people stopping or slowing down Hiring of…”
Jerry Murdock: Small and medium businesses will adopt autonomous agents before enterprises
“I think the first companies that are going to go with this are going to be small, medium businesses, because they're the ones that, wow, one secretary makes a huge difference in their, in, in how they, you know, two, three, four person company, how they handle…”
Jerry Murdock: UBI will become a ballot question within two years
“When this happens, we're going to see dramatic change, and I think politically, the minimal viable income may become a reality or at least a ballot question in two and a half years.”
Jerry Murdock: Single-person billion-dollar companies are realistic due to AI agents
“Yeah, absolutely. I mean, it's all about How smart is your agent? How, how, how smart are you to deploy the agents and how well are you willing to listen?”
Jerry Murdock: AI disruption will cause tech private equity firms to fail
“And so they'll be stories like that. I don't know about Bravo or anybody else, but they'll definitely be PE firms that end up like Forsman Little.”
Jerry Murdock: Autonomous agent adoption will determine VC and startup success
“That's going to be the deciding factor for venture capitalists. And startups. We're going to be on the same level playing field. How well do we use autonomous agents in our job?”
Jerry Murdock: Autonomous AI agents will not possess intuition anytime soon
“And so the one thing that the autonomous agents aren't going to have is intuition. Not anytime soon.”
Jerry Murdock: Most successful founders are socially challenged
“Most of the most successful people are going to be challenged socially.”
Jerry Murdock: Autonomous AI agents require visual recognition to understand reality
“Language is, is a very subpar Descriptor of the world. It's just limited. So for autonomous agents, we need a new system where we can visually recognize the world to be able to have an objective view of reality for the autonomous agent.”
Jerry Murdock: Insight Partners shut down Insight Europe after six months
“In the early days of Insight, the big mistake, we hired some famous guy to start Insight Europe. And after six months, we shut it down.”
Jerry Murdock: Skeptical of investing in remotely managed companies
“If I were to invest in a company, I would be very suspicious of remote management because human beings today need it.”
Jerry Murdock: Vintage timing is primary correlation to VC fund success
“Look across all VC funds and look at their vintage, whether it's a 99 vintage or a 2004 or 2005 vintage, and the one correlation you can make to success Was timing.”
Jerry Murdock: Now is the best time to launch a venture fund
“Absolutely. Absolutely. The best time because you're in a sea change. Humans are no longer going to be the decision makers. About software, it's going to be autonomous agents.”
Jerry Murdock: Has made over 100 personal investments post-retirement
“Every investment that I've done, which is over a hundred has come from someone close to me and said, Jerry, I need your help to help me think about this thing.”
Jerry Murdock: Twitter had 30 employees and zero revenue when Insight invested
“When I invested in Twitter in 2009 there was 30 something people, no revenue.”
Jerry Murdock: Twitter would have been far better without VC politics
“Twitter could have been infinitely a more interesting company, but VCs got involved and created politics, and they fired Jack Dorsey early, and I don't know if that was right or wrong, but they created issues, and the company was pretty messed up.”
Jerry Murdock: Insight Partners closed its Twitter investment in under 30 days
“We did that investment less than 30 days from the time I met the team and the time we closed, and it turned out to be a watershed investment for the company”
Jerry Murdock: Job seekers should bring autonomous AI agents to interviews
“Well, I would have him go buy a Mac mini, have an open claw, And go to the job interview with his open claw.”
Jerry Murdock: Peter Fenton and John Doerr were astounding venture pickers
“Peter Fenton John Doerr early on those guys were astounding at picking deals.”
Jerry Murdock: Suspicious of any consumer technology under one billion users
“Until you get to a billion users, I'm suspicious of any consumer technology.”
Jerry Murdock: Google and Gemini are better long-term assets than OpenAI
“They can, and they are long-term better assets. They've got, if I have an autonomous agent business and I've got Gmail, you're going to have a phenomenal asset that open AI doesn't have.”
Jerry Murdock: Surviving five years will extend lifespan by five additional years
“If you can live another five years, you're going to extend another five years. So if you're, whatever state of health you're in today, if you make it five, five years, you're going to at least get five years in the back end.”