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AI Engineer

Software Engineering Is Becoming Factory Engineering — Zach Lloyd, Warp

15 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Software engineering is shifting from individuals writing code with interactive agents to engineers designing, operating, measuring, and continuously improving automat…

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AI Engineer

Get Out of the Model's Way — Kevin Hou, Google Antigravity

15 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Agent products should replace fixed, human-designed workflows with primitives that let increasingly capable models dynamically orchestrate specialist subagents, react …

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AI Engineer

AI-Generated Code Is Already Competing With Human Code — Daksh Gupta, Greptile

11 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Enterprise pull requests that are largely generated end-to-end by coding agents now appear comparable to human-authored PRs on observed revert, bug-severity, and revie…

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Lenny's Podcast

Molly Graham: The grief, burnout, and opportunity hiding inside the AI transition

79 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Molly Graham revises her classic "give away your Legos" advice for AI: lean into change and reinvention, but do not outsource human judgment, accountability, taste, tr…

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AI Engineer

Beating RL With Reflection: GEPA and Optimize Anything — Lakshya A. Agrawal, GEPA

16 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: GEPA reframes AI-system improvement as sample-efficient evolutionary search in text space: use rich rollout feedback to reflectively optimize prompts, agent harnesses,…

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Lenny's Podcast

Everyone’s shipping more. Does any of it matter? | Claire Vo

18 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: As AI makes implementation cheap and fast, feature roadmaps become a dangerous mechanism for scaling weak judgment; product teams should organize around durable convic…

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20VC with Harry Stebbings

The Ads Business Model Will Die & Lessons from Working with Elon at Twitter | Parag Agrawal

45 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: As agents become the web's primary users, search must be rebuilt as an agent-optimized compute, retrieval, monitoring, and content-compensation layer rather than a hum…

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AI Engineer

We Let Claude Code and Codex Race Human Researchers — Elie Bakouch, Prime Intellect

12 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Prime Intellect argues that bounded, verifiable ML speedruns can serve as an open benchmark and training environment for measuring whether coding agents can perform au…

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AI Engineer

Distill the LLM, Don't Serve It: Search & Personalization at DoorDash — Raghav Saboo, DoorDash

12 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: For marketplace discovery, DoorDash treats LLMs primarily as offline reasoning systems that create reusable semantic primitives—graded labels, semantic catalog IDs, us…

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AI Engineer

Why LLM Recommenders Will Be AI's Biggest Consumer App — Devansh Tandon, Meta

12 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: LLM-native recommender systems will become a dominant consumer-AI application because they can scale with data, compute, and model size while producing engagement far …

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Lenny's Podcast

What product looks like when coding is solved | Geoff Charles (Ramp CPO)

15 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: AI does not simply make software teams faster; it shifts the limiting constraint through the product-development loop, so companies must continuously redesign an AI-en…

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Lenny's Podcast

How to scale intent, quality, and artistry with Al | Katie Dill (Stripe)

15 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: AI should not merely accelerate production of familiar interfaces; teams must encode a clear point of view and quality bar into their systems, then apply human editori…

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More or Less Podcast

Claude Is Doing Science, a16z Is Starting a University & Peptides 101 from Matt Mazzeo

54 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: The episode argues that AI demand and agent adoption will expand dramatically, but the decisive questions are whether the infrastructure and agent businesses can susta…

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AI Engineer

Teaching LLMs to Speak Spotify — Yves Raimond & Jacqueline Wood, Spotify

12 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Spotify turns an open-weight LLM into a real-time, language-steerable recommendation engine by representing catalog items as semantic-ID tokens, grounding those tokens…

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My First Million

98 days until 2027...Do this and you’ll thank yourself on Jan 1st

48 min read

## At-a-Glance - Verdict: Skim - Core thesis: Use an artificially compressed end-of-year sprint and explicit operating constraints to force decisions, protect independent judgment, and compound creative or business outpu…

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Every

LIVE: How Professional Writers Write with AI | Write-along

62 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Professional AI-assisted writing works best as a human-directed, staged system—interview, outline, section-by-section drafting, adversarial review, and layered editing…

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Lenny's Podcast

Marty Cagan: Strong Opinions, loosely held

15 min read

## At-a-Glance - Verdict: Skim - Core thesis: AI makes product discovery faster and raises the stakes for product judgment, so teams must prioritize validated outcomes, business viability, customer learning, and leadersh…

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Sweat Equity

The Borderline Genius Way to Make Any Product a Best Seller

45 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: A product can outperform a conventional launch by sharply defining its cultural niche, seeding authentic advocates rather than buying generic reach, turning proven org…

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orenmeetsworld

How Does Everyone Afford These Luxury Lives

23 min read

## At-a-Glance - Verdict: Skim - Core thesis: Visible luxury among younger Americans is driven less by full parental support or fraud than by a mix of dual high incomes, debt, modest family assistance, entrepreneurship, …

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AI Engineer

One Operator, Many Drones: Inside Skydio's Autonomy Stack — Suchet Bargoti, Skydio

17 min read

## At-a-Glance - Verdict: Watch fully - Core thesis: Skydio’s route to one operator commanding many drones is a layered autonomy stack: safety-critical control on the drone, fleet coordination and heavier reasoning in th…

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