Sequoia

Horizontal vs Vertical Agents: Who Wins? | Model Routing: Commodity or Increasing in Value?

Oct 17, 2026 · 1:03:06

Harry Stebbings hosts Harrison Chase, CEO of LangChain, who argues agents are hard to build because models are non-deterministic, and value accrues to whoever controls context, harness and evals. Chase explains why model routing belongs in the harness for vertical agents but in gateways for horizontal tasks, why agent memory is unsolved after LangChain killed its memory product, and why vertical agents should start at the harness before post-training. He says inference and coding agent demand is far bigger than expected, that LangChain spends ~30% of engineering salary on coding tools — a figure he ties to Anthropic's valuation — and that open models mostly serve simple tasks, not core loops. He closes with his bull case for a $9BN Jev round and how Benchmark and Sequoia help founders.

Valar Atomics Sues Day One Ventures | Meta's Back to the AI Frontier | NVIDIA's $30B Reflection Deal

Oct 15, 2026 · 1:17:10

Harry Stebbings hosts Jason Lemkin and Rory O'Driscoll to break down Valar Atomics suing its seed investor Day One Ventures over pro rata rights ahead of a $6B Sequoia-led Series B, Meta's return to the AI frontier with Muse Wonder, and NVIDIA's rumored $30B acquisition of open-model lab Reflection. Lemkin says both sides erred—Day One should raise it once and let it go rather than hire Quinn Emmanuel—while Rory notes mega funds demanding pro rata waivers never waive their own. They call Meta's internal-only model performative yet see a monster AI product in Muse. The committee backs Jev's $870M Series A at $7.5B, sees bubble risk in 42 decacorns in one year, calls Haiku's 90% price cut the first deflationary LLM move, and warns the SaaS apocalypse persists without scale.

Cognition vs Factory | Anthropic Under Threat | ElevenLabs Doubles Its Valuation to $22B

Oct 8, 2026 · 1:15:52

Harry Stebbings hosts MongoDB CEO Dev Ittycheria with Jason Lemkin and Scale's Rory O'Driscoll, arguing OpenAI's near-$70BN run rate has closed the gap on Anthropic ahead of its November IPO. The panel debates whether Chris Degnan moving from Factory advisor to Cognition CRO crossed a line, and calls Vinod Khosla's 'struggling second-tier competitor' tweet a gift to rival firms. They argue Reflection's Beam gives enterprises a US open-weight model 3-4x cheaper than Chinese options, and endorse ElevenLabs at its doubled $22BN valuation. They weigh Salesforce's $2BN Listen Labs exit, Vercel's $600M ARR with agents driving 50% of new business, the Grox lawsuit over Nvidia's $17BN license deal, Meta's Muse outshining OpenAI's Dots, and Oura pulling its IPO as bad news for venture.

Menlo’s Venky Ganesan on Going All-In on AI, Anthropic & Why Venture Has Changed Forever

Oct 5, 2026 · 1:11:15

Venky Ganesan, Partner at Menlo Ventures, says venture has fundamentally changed and Menlo is 'going for broke' to back the era's defining AI companies. He recounts a 90% loss on AvenX that taught him to take chips off the table, and calls seed an option bet where Menlo is 'somewhat indifferent' to price to win a seat. He warns measured metrics get gamed, cycles crack through debt defaults, and calls passing a $50,000 Facebook check via Sean Parker his costliest miss. Ownership still matters — Menlo owns under 2% of Anthropic yet put 20% of a fund in it — and he assumes 60% dilution, saying IRR must beat the Mag Seven by 1,000 basis points. He backs partial sells to stay long, prefers capital allocation to product vision at scale, and tells LPs to judge the windshield, not the rearview mirror.

Inside Sequoia's Investment Committee | How the SpaceX & Citadel Deals Went Down | Julien Bek

Aug 24, 2026 · 1:28:28

Julien Bek, a Partner at Sequoia Capital, says Sequoia wins by hunting with conviction, not waiting for inbound calls, and shares founder-reading lessons from Don Valentine, Doug Leone, Pat Grady, Alfred Lin, and Shaun Maguire. He highlights Leone's 'worst reference' question, Lin's warning not to mistake an outlier operator for an outlier founder, and Maguire's ELO method for calibrating references. Bek also explains how asking 'why' five times exposed a fraudulent founder, how his read changes by country (French/German references get 1-2 extra points; Americans get subtracted), and why he missed Anton Osaka of Lovable. On AI, he argues agents become the new customer, AEO parallels SEO, and the next trillion-dollar company will be software masquerading as services. He tells how his mother invested in Revolut at a ~$200M valuation, now worth over $100B.