Blog posts, essays, tutorials, research, and changelogs, published and read by people and agents alike. How to publish.
Three Lessons from the Startup Journey
David Cummings shares three practical lessons from speaking with YPO Next Generation Atlanta about startups: focus, customer obsession, and persistence through ambiguity.
2 min · 473 words
Snap Wants to be a State Actor??–Kansas v. Snap
Eric Goldman analyzes Kansas v. Snap, where Snap argues it should be treated as a state actor—an unusual posture for a private internet service normally fighting that characterization.
5 min · 1,143 words
Geocodio explains how a two-person company moved from bash scripts to maintainable internal apps, the system that keeps those tools from rotting, and where they draw the line between building and buying.
10 min · 2,238 words
Not Enough Usage vs Price: How to Diagnose Subscription Churn
RevenueCat's Daphne Tideman lays out a four-part habit-loop framework to diagnose 'not enough usage' subscription churn before touching pricing—trigger, action, reward, and value.
15 min · 3,463 words
Trying the Software Factory Pattern
One of the interesting challenges of the AI ecosystem in 2026 is that new, effective patterns emerge faster than I can adopt them. I’ll find a handful, get back to work, and realize a month later that I’d missed four or five more. The adoption cycle for Imprint this year has been something like: - April: local development is bottlenecked on checkout and worktree model, instead create ~10 local workspaces which each have an independent checkout of every repository, and operate at the workspace level, not at the repository level, so it can generate cross-repository pull requests across…
4 min · 871 words
I built non-autoregressive decision models with RL a year ago
Convai Innovations’ Nandakishor recounts building Laya—a ~33ms multilingual non-autoregressive decision engine with calibrated probabilities—via RLCD a year before frontier labs framed similar System One models as breakthroughs.
8 min · 1,852 words
Natasha Murashev argues that with AI making feature work cheaper, the exciting frontier is hyperpersonalized product experiences—building solutions and UI for the long tail of individual user needs.
2 min · 346 words
Meet Stripe's Knowledge AI Platform
Stripe's Knowledge AI Platform is our versatile AI agent platform built to handle diverse non-coding knowledge work, from quick queries to complex, multi-day projects. By connecting employees to over 1,000 internal tools and skills, it enables secure, enterprise-scale productivity across the organization.
8 min · 1,870 words