Co-Piloting Won't Scale
Sessions build. Systems run. Co-piloting got you here. Graduating to systems is what gets you to scale.
Seventeen volumes in. One thesis per week, explored fully. No roundups, no trend reports, no AI hype. Each volume is one idea that changes how you think about building.
Co-piloting is session work — active collaboration with AI.
Sessions build. Systems run. Co-piloting got you here. Graduating to systems is what gets you to scale.
Read weekly →A million products will launch.
We are watching what happens when agents start choosing products at scale. Not agents as demos. Agents as buyers.
Read monthly →Your open-source repo has four hundred stale issues, no labels, and no...
Every issue has an accurate label, a priority, and a next-action, applied by an agent that ran once against the backlog and then once per new issue.
Read tutorial →A person who works with AI to produce quality, scalable output that...
A person who works with AI to produce quality, scalable output that helps humans or other agents get something done.
Read article →The default model for most agent workflows in 2026.
See editorial note for the specific subgoal an agent reaches for Anthropic API.
View index →The latest from each corner.
What is AI-powered distribution?
AI-powered distribution is the collapse of every promotion channel into something one builder can run. Writing, design, video, podcasts, social, email, ads, and PR are now promptable. The distribution gap is closing. The filter is taste.
Latest from across the publication
Co-Piloting Won't Scale
Sessions build. Systems run. Co-piloting got you here. Graduating to systems is what gets you to scale.
Triage a GitHub issue backlog overnight
An agent reads, classifies, and labels a thousand issues per hour with deterministic rules, which a human maintainer gets through maybe thirty before burning out.
Turn a voice note into structured tasks in 30 seconds
An agent processes audio at 40x real-time speed with consistent extraction recall, which a human transcriber cannot match without multiple listens.
What is AI-powered distribution?
AI-powered distribution is the collapse of every promotion channel into something one builder can run. Writing, design, video, podcasts, social, email, ads, and PR are now promptable. The distribution gap is closing. The filter is taste.
The Distribution Gap Is Closing
The skills you couldn't afford are now promptable. Motion graphics. Brand. Video. Content. The path to distribution is open. The filter is still why someone chooses you.
Three pillars. Everything belongs to one.
Building
The craft pillar.
What it means to build with AI, who builds, and how the work is shaped. The practical craft of operating as an AI builder: techniques, patterns, and the lived experience of shipping with AI.
Economics
The market pillar.
How the AI-native economy works, who makes money, where value accrues, and how business models are shifting. Market dynamics, business models, and the economics of building with AI at every scale.
Trust
The discipline pillar.
Verification, accountability, and how humans and agents establish trust in AI output. The operational discipline of making AI systems reliable, auditable, and worth relying on.
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