Another week, another Fallthrough! In this episode, Kris and Matthew discuss a personal realization about what AI actually unlocks, their workflow philosophies, local models, a recent hot take from Mitchell Hashimoto, and a thought experiment that would break the NPM ecosystem overnight.

Like the previous episode (a pseudo part 1), this episode returns to one question: are you moving in a direction, or just moving fast? Kris argues AI has lifted his coding domain ceiling entirely, while Matthew brings some nuance to the "just submit to the LLM, you're an architect now" take. The duo then turns outward: frontier lab CEOs claiming all white-collar work is automated while posting 300 open roles, the strong case for running local models (free, fast, and available right now), and a GitHub supply chain wake-up call triggered by a malicious VSCode plugin installed by an employee.

We've got supporter content, of course! This week that includes Matthew's Shopify in-store pickup problem and whether building your own cash register on Stripe is actually feasible, Kris going deep on typography after Claude critiqued its own publication designs as screaming AI, the pre-fill versus decode speed gap and what it means for how you write prompts, how the US federal budget actually works day to day and why simple answers are the wrong frame, and Stripe's two-business-day payout model versus merchant of record, plus Rhode Island's ongoing war against Matthew's chocolate shop. Not a supporter yet? Fix that today by heading over to https://fallthrough.fm/subscribe where you'll get not only extra content but also higher quality audio. Sign up today!

If you prefer to watch this episode, you can view it on YouTube.

No episode of the aftershow this week. We'll have more aftershow episodes soon! In the meantime, catch up on previous episodes at https://break.show.

Thanks for tuning in and happy listening!

Table of Contents:

Prologue (00:00:00)
Chapter 1: AI as a Capability Unlock (00:02:21)
Chapter 2: The Chocolate Shop Problem, or: Building vs. Understanding [Extended] (00:05:18)
Chapter 3: The Adam Jacob Take and Multitudes of AI Workflows (00:05:44)
Chapter 4: Personal Software is the Thing Now (00:18:55)
Chapter 5: Fear of Being Left Behind, Speed vs. Velocity (00:23:43)
Chapter 6: The Fog of Knowledge, Typography, and AI-Generated Mediocrity [Extended] (00:30:11)
Chapter 7: Tuning Your AI Tools, AGENTS.md, and the Out-of-Box Problem (00:30:29)
Chapter 8: The LLM as Kernel: Understanding Agents from the Inside Out [Extended] (00:33:47)
Chapter 10: Tech CEO Hype, Anthropic's Kool-Aid, and Self-Exemption (00:34:22)
Chapter 11: Owning Your Commerce Stack: E-Commerce, Stripe, and Sales Tax Hell [Extended] (00:40:46)
Chapter 12: Personal AI is the Future, Don't Sleep on Local Models (00:41:06)
Chapter 13: Cerebras IPO, Oxide Rack Speculation (00:44:35)
Chapter 14: GitHub Compromised via VSCode Plugin, Supply Chain Reckoning (00:47:05)
Chapter 15: Open Source Sustainability, Joy vs. Product, and Pay-Per-Pull (00:54:15)
Epilogue (01:00:06)

Hosts

Matthew Sanabria - Host
Kris Brandow - Host

Socials:

(00:00) - Prologue
(02:21) - Chapter 1: AI as a Capability Unlock
(05:18) - Chapter 2: The Chocolate Shop Problem, or: Building vs. Understanding [Extended]
(05:44) - Chapter 3: The Adam Jacob Take and Multitudes of AI Workflows
(18:55) - Chapter 4: Personal Software is the Thing Now
(23:43) - Chapter 5: Fear of Being Left Behind, Speed vs. Velocity
(30:11) - Chapter 6: The Fog of Knowledge, Typography, and AI-Generated Mediocrity [Extended]
(30:29) - Chapter 7: Tuning Your AI Tools, AGENTS.md, and the Out-of-Box Problem
(33:47) - Chapter 8: The LLM as Kernel: Understanding Agents from the Inside Out [Extended]
(34:22) - Chapter 10: Tech CEO Hype, Anthropic's Kool-Aid, and Self-Exemption
(40:46) - Chapter 11: Owning Your Commerce Stack: E-Commerce, Stripe, and Sales Tax Hell [Extended]
(41:06) - Chapter 12: Personal AI is the Future, Don't Sleep on Local Models
(44:35) - Chapter 13: Cerebras IPO, Oxide Rack Speculation
(47:05) - Chapter 14: GitHub Compromised via VSCode Plugin, Supply Chain Reckoning
(54:15) - Chapter 15: Open Source Sustainability, Joy vs. Product, and Pay-Per-Pull
(01:00:06) - Epilogue