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On this page

2. Executive Summary

  • 2. Executive Summary
  • 3. Chronological Table of Contents
  • 4. Key Takeaways
  • 5. Detailed Summary by Topic
  • 6. Data & Figures
  • 7. Stories & Anecdotes
  • 8. Core Frameworks & Mental Models
  • 9. References & Recommendations
  • 10. Speakers & Credentials
  • 11. Actionable Next Steps

On this page

  • 2. Executive Summary
  • 3. Chronological Table of Contents
  • 4. Key Takeaways
  • 5. Detailed Summary by Topic
  • 6. Data & Figures
  • 7. Stories & Anecdotes
  • 8. Core Frameworks & Mental Models
  • 9. References & Recommendations
  • 10. Speakers & Credentials
  • 11. Actionable Next Steps
Technology/March 2, 2026/7 min read/youtu.be

Cursor is Obsolete: How Claude Crushed Them | Insight Partners Co-Founder, Jerry Murdock | 20VC w/t Harry Stebbings

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Jerry Murdock, co-founder of Insight Partners, a veteran with over 30 years in venture capital, discusses the fundamental shift from traditional SaaS to an AI-native economy driven by autonomous agents.


"Most of the companies [in the portfolio]... their view as they've told me is Cursor is obsolete. That’s where the product is today." - Jerry Murdock (Discussing the rapid obsolescence of current AI coding tools) [00:00:00]

"A tsunami is harmless when it's out at sea; it's only dangerous when it hits the beach. We are in the anticipatory period where we can see it coming." - Jerry Murdock (On the current state of AI vs. the upcoming agentic shift) []

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  1. Original source (youtu.be)

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Published
March 2, 2026
Read time
7 min read
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00:01:40

"80% of the investments I've made have returned less than 1.3x. It's the 20% that made all the money in my life and all the impact." - Jerry Murdock (On the power law of venture capital) [00:11:46]

"You really don't know the edge unless you go over it." - Jerry Murdock (Quoting Hunter S. Thompson regarding personal and professional growth) [00:42:04]

"Money does not come with instructions... Money is the equivalent of energy and you need to respect it." - Jerry Murdock (On the philosophy of wealth management) [00:56:22]


2. Executive Summary

  • Jerry Murdock argues that the tech industry is facing a SaaS Apocalypse (or Sassacre) caused by the transition from human-centric software to autonomous agents. He posits that agents will soon become the primary "employees" and "buyers" of software, rendering current seat-based pricing and traditional user interfaces obsolete.

  • Drawing on historical parallels from the 2000 dot-com burst and the 2004 LAMP Stack explosion, Murdock suggests that while the current market is volatile, those who embrace agent-native architectures and the Claw Stack will lead the next multi-decade growth cycle.


3. Chronological Table of Contents

  • [00:01:34] - The Tsunami Analogy & The "Sassacre"
  • [00:04:19] - The Obsolescence of Cursor & Rise of Agentic Coding
  • [00:06:00] - The "Claw Stack": The New LAMP Stack for AI
  • [00:07:34] - The Shift to ASICs & The Threat to NVIDIA’s Dominance
  • [00:10:19] - Probabilistic Agents vs. Deterministic Developers
  • [00:13:33] - Historical Parallels: 2000, 9/11, and Market Cycles
  • [00:18:48] - Moving to "Higher Ground": Systems of Record (Salesforce, Carta)
  • [00:20:41] - Selling to Agents: The Death of the Human Buyer
  • [00:24:45] - Labor Force Displacement & The Political Necessity of UBI
  • [00:30:35] - Billion-Dollar Single-Person Companies
  • [00:35:10] - Intuition vs. Wishful Thinking in Investing
  • [00:42:45] - Going Over the "Edge": Lessons from Africa and Failure
  • [00:46:16] - Success Correlates: Timing vs. Strategy
  • [00:50:00] - The 2009 Twitter Bet & Watershed Moments
  • [00:56:22] - Quick Fire: OpenAI vs. Anthropic, Wealth, and Longevity

4. Key Takeaways

  • The "Claw Stack" is the New LAMP Stack: Just as Linux, Apache, MySQL, and PHP enabled the web explosion in 2004, a new orchestration layer is emerging to manage autonomous agents [00:06:16].
  • Agents as Primary Buyers: Software will soon be sold to agents, not humans. This necessitates a shift to consumption-based pricing, as agents operate on credentials and identity rather than "seats" [00:20:41].
  • The ASIC Explosion: Specialized ASIC chips will likely replace expensive, general-purpose NVIDIA GPUs for specific reasoning tasks. Murdock asserts NVIDIA’s acquisition of Groq (sic) was to pivot CUDA toward this future [00:07:34].
  • Political Impact of AI: AI-driven labor displacement will likely make Universal Basic Income (UBI) or "Minimum Viable Income" a central issue in the next two presidential elections [00:27:34].
  • Timing is the Supreme Variable: Murdock asserts that across 30 years of data, the single highest correlation to venture success is timing (vintage year) rather than specific firm strategy [00:46:16].

5. Detailed Summary by Topic

The AI Tsunami and the SaaS Apocalypse [00:01:34]

  • Murdock uses the tsunami metaphor to describe the state of AI. He predicts a Sassacre where traditional SaaS companies that simply "bolt on" AI will fail. The winners will be "AI native" companies using autonomous agents—software that executes tasks without human review.

  • He notes that portfolio companies already view high-valuation tools like Cursor as obsolete because they are moving toward fully autonomous coding agents like OpenClaw and Nano Claw [00:04:19].


The "Claw Stack" and The Hardware Shift [00:06:00]

  • The industry is building an orchestration layer where agents triage workflows. This layer decides which LLM to use based on cost (e.g., Claude for high-reasoning vs. Llama 3 for simpler tasks).

  • Murdock predicts this will lead to the rise of ASIC chips, which are cheaper and more tunable than NVIDIA’s general-purpose GPUs [00:07:34]. He suggests NVIDIA is attempting to make CUDA viable for this ASIC explosion [00:09:11].


Systems of Record & The Future of Selling [00:18:48]

  • The value of Systems of Record (like Salesforce or Carta) depends on their ability to provide context to agents. If an agent can bypass these systems to create a new record, the legacy system becomes valueless.

  • Furthermore, the nature of selling is changing: agents with their own credentials and identity will buy software based on consumption, while human managers simply review the "purchasing decisions" at month-end [00:21:12].


Labor Displacement and Universal Basic Income [00:24:45]

  • Murdock expresses concern regarding white-collar labor. Roles in data input, scheduling, and marketing are being replaced. The first sign is the cessation of hiring for junior positions. He predicts that within 2.5 years, Universal Basic Income (UBI) will be a ballot question as administrations struggle with 10-15% unemployment among white-collar demographics [00:27:34].

Investing Philosophy and The "Edge" [00:35:10]

  • Murdock distinguishes between logic and intuition, stating that agents will lack intuition for a long time. However, he warns against "wishful thinking," which led him to invest in smart but "un-obsessed" founders in the past [00:36:52].

  • He reflects on his own failures, including alcoholism, as the "edge" that gave him the wisdom to succeed. He advises that one must "go over the edge" to truly understand their limits [00:42:04].


Insight Partners' History & The Twitter Bet [00:46:16]

  • Murdock highlights that Insight’s success was largely due to timing. Investing in 2005/2006 allowed them to catch the mobile wave. He details the 2009 Twitter investment, which he led in under 30 days despite the company having only 30 employees and no revenue. He saw it as a "status update for the world" and put his entire reputation on the line [00:51:00].

6. Data & Figures

Data PointValueContextTimestamp
Insight Partners Assets$90 Billion+Total assets under management.[00:00:18]
Venture Success Ratio80%Percentage of Murdock's deals returning <1.3x.[00:11:46]
Sandbox Latency80msResponse time of E2B sandboxes for agents.[00:15:59]
Human Perception Limit400msThreshold where humans notice system delays.[00:15:50]

7. Stories & Anecdotes

  • The Africa Expedition [00:42:54]: In 1977, Murdock moved to Kenya to document tribal dances, living in huts with goats. This taught him the value of "going over the edge."
  • The Twitter 2009 Bet [00:49:37]: Murdock details the "trauma" of the board firing Jack Dorsey and how the platform's idea was more powerful than early execution.
  • The True Caller Founders [00:53:48]: Founders spent their last dollars to fly to Aspen; Murdock invested despite not wanting to go to Sweden because he "liked the guys."
  • Bob Dylan's Identity [00:33:32]: A reference to Dylan not recognizing his 1964 self, illustrating how one must move on from past identities to remain creative.

8. Core Frameworks & Mental Models

  • The Tsunami Model [00:01:40]: Technological shifts are invisible "at sea" and only become destructive when they hit the consumer "beach."

  • The Claw Stack [00:06:00]: A new architecture for AI: Reasoning Layer (LLMs), Orchestration Layer (triage), and Execution Layer (ASICs).

  • Intuition vs. Wishful Thinking [00:36:35]: Distinguishing between a "gut feeling" based on experience vs. a desire for a specific outcome.

  • Money as Energy [00:56:42]: Viewing capital as energy that must be respected and directed toward high-impact entrepreneurs.


9. References & Recommendations

  • Companies: E2B, Eventual, Lotus AI, Get Dynasty, Aven, Retro App, Carta, Salesforce.
  • People: Fei-Fei Li (Visual intelligence), Hunter S. Thompson (Philosophy), Peter Fenton (VC Picker), John Doerr.
  • AI Tools: Cursor, OpenClaw, Nano Claw, Claude, DeepSeek, Llama 3.
  • Literature/Media: The Long Hot Summer (Film) [00:59:40].

10. Speakers & Credentials

  • Jerry Murdock: Co-founder of Insight Partners. Architect of the 2009 Twitter deal and veteran of the dot-com era.
  • Harry Stebbings: Host of The 20VC and founder of 20VC Fund.

11. Actionable Next Steps

  1. Audit Pricing Models [00:20:41]: Evaluate shifting from seat-based to consumption-based pricing for agentic users.
  2. Move to "Higher Ground" [00:19:59]: Assess if your system of record provides context that is indispensable to an autonomous agent.
  3. Monitor Agent Latency [00:15:59]: Aim for sub-100ms response times for agentic infrastructure.

"Brookfield's the largest infrastructure owner in the world... We drew a pipeline and we showed all the different components of the payments ecosystem on a pipeline and said it's like a pipe that moves any commodity except what it's moving…

Market Drop (2000)30-40%Tech stock decline in March 2000.[00:13:45]
OpenAI User Base800 MillionCurrent user count cited by Murdock.[00:55:03]
SaaS Growth Target15-20%Typical enterprise SaaS growth benchmark.[00:31:31]