The Best AI Systems Are Designed Like Org Charts
Jul 15, 2026 · Richard Ou · 5 min read
Here's why the best AI systems are designed like org charts and why economics matters more than model size.
Blog
What's New in Doe: Website Publishing, a Word Editor, and Memory That Learns
Jul 9, 2026 · Doe Team · 5 min read
Agents can now build and publish full websites, draft Word documents with tracked changes, and learn from your sessions in the background. Plus redesigned settings and deeper Notion support.
Time as the Unit of AI Value
Jul 1, 2026 · Richard Ou · 11 min read
Tokens measure activity and benchmarks measure capability. The metric that matters is human time returned, with the stopwatch finally pointed at the machine.
Labs Want Tokens. You Want Work.
Jun 3, 2026 · Adrian Barbir · 4 min read
Big AI labs are paid for premium usage. Your company needs accepted work per dollar.
You Can't Paste a Company Into Claude
May 18, 2026 · Adrian Barbir · 3 min read
Using AI at work is easy. Getting it to do company work correctly takes infrastructure.
Do Not Bet on the Model
May 18, 2026 · Adrian Barbir · 3 min read
The durable bet is a system that lets the company switch models as cost and intelligence change.
Units of Output Per Person
May 18, 2026 · Adrian Barbir · 4 min read
How your company should actually be thinking about AI.
OpenClaw's Vision, Enterprise-Ready
Feb 23, 2026 · Doe Team · 1 min read
OpenClaw proved AI agents should work for you. Doe takes that idea and makes it ready for real teams, with a one-minute setup.
Introducing Loops
Jan 27, 2026 · Richard Ou · 3 min read
Ask Doe to do something regularly, and it just happens. Loops are the foundation for agents that monitor, decide, and act on your behalf.
Introducing Folders for Chat Sessions
Jan 23, 2026 · Richard Ou · 2 min read
Organize your work the way you think about it. Folders and subfolders bring structure to your Doe sessions.
Introducing the Trace Panel: Full Visibility Into Your AI Agent
Jan 22, 2026 · Richard Ou · 5 min read
Track every action your AI agent takes in real-time. The new Trace Panel gives you complete transparency to audit work, verify accuracy, and ensure reliability.
Reinventing Work
Jan 21, 2026 · Doe Team · 4 min read
Doe connects to your business tools and completes your work. Our goal is to save people a billion hours.
Introducing Citations: Trace Every Source and Calculation
Jan 8, 2026 · Richard Ou · 3 min read
Every claim now links back to its source. Citations show exactly where information came from, how calculations were performed, and how conclusions were drawn.
How to Generate Wrapped Summaries for 2025
Dec 30, 2025 · Richard Ou · 3 min read
How teams are using Doe to generate personalized Wrapped-style recaps from their existing tools - no engineering required.
Introducing Credits: Simple, Predictable Usage for AI Work
Dec 29, 2025 · Richard Ou · 4 min read
A new usage-based system that scales with how you use Doe, with complete transparency into how credits are consumed.