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dan shipper

T2 · manager / operator

Runs Every, an AI media software and education company. Heavy user of frontier AI models (tested GPT-5.6 with 30-person team for a month) and writes about AI product experience.

1 call·1 name·100% bull·last heard 4 months ago·TBPN
track record

no scored calls yet — needs a stated position or a categorical verdict, with a matured window vs SPY

top calls

highest conviction · one per company
1sthigh conviction
$EVERYEveryposition

Every scales 4→30 people post-GPT-3; Codex native apps define new UX paradigm

Agentic AI tools (Codex) enable small teams to automate knowledge work; 'Codex native apps' where agents collaborate in-browser represent next UX wave; SaaS resilient as 99% won't maintain self-built software.

TBPN2026-05episode →

most discussed · click a bar to filter

  • $EVERY

recurring themes

  • AI Agents2
  • AI Applications1
  • SaaS Business Models1
1 total
$EVERY
Every
HIGHdan shipper·TBPN·4 months ago·Starship Launch, World's Fair Retrospective, Matt Grimm Does the Murph, Big China Moves· position
Every scales 4→30 people post-GPT-3; Codex native apps define new UX paradigm
Agentic AI tools (Codex) enable small teams to automate knowledge work; 'Codex native apps' where agents collaborate in-browser represent next UX wave; SaaS resilient as 99% won't maintain self-built software.
"we've grown from four to almost 30 people since GBT3... codeex is my daily driver now and it's fantastic... I really think that is going to be a significant user experience type t…"
51:18
8
AI Applicationstailwind
AI increases demand for human experts via 'human sandwich' model
AI collapses task execution but humans remain essential for framing and evaluation; expert humans needed to turn AI's 'yesterday's competence' into differentiated value, creating more high-skill work.
8
AI Agentstailwind
Codex native apps emerge as new UX paradigm for knowledge work
Agents running inside browser tabs alongside humans (Codex native apps) collapse hours of tasks into minutes while keeping human as 'sandwich' on both ends; increases demand for human experts to differentiate AI-generated commodity output.
7
AI Agentstailwind
Coherence bottleneck limits AI agent utility for complex tasks
Models struggle to maintain coherence across long-running tasks—tracking what the user knows, what the model knows, and what the end recipient knows—making it hard for agents to explain their work productively. This is a key frontier for AI agent development.
7
SaaS Business Modelstailwind
SaaS apocalypse overblown: maintenance burden protects incumbents
Vibe coding lowers creation barrier but 99% of users won't maintain custom software; SaaS stocks attractive as distribution and trust become moats in agent era.