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© Doe Labs, Corp. 2026

Doe Journal

Ideas for work.

Field notes on company-native AI, operating systems, and the changing unit economics of knowledge work.

The Best AI Systems Are Designed Like Org Charts

Here's why the best AI systems are designed like org charts and why economics matters more than model size.

AI ResearchJul 15, 2026Richard Ou5 min readRead →

All writing, newest first.

02Jul 9, 2026What's New in Doe: Website Publishing, a Word Editor, and Memory That LearnsAgents 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.Product · 5 min read→

03Jul 1, 2026Time as the Unit of AI ValueTokens measure activity and benchmarks measure capability. The metric that matters is human time returned, with the stopwatch finally pointed at the machine.Field Notes · 11 min read→

04Jun 3, 2026Labs Want Tokens. You Want Work.Big AI labs are paid for premium usage. Your company needs accepted work per dollar.AI Research · 4 min read→

05May 18, 2026You Can't Paste a Company Into ClaudeUsing AI at work is easy. Getting it to do company work correctly takes infrastructure.Operations · 3 min read→

06May 18, 2026Do Not Bet on the ModelThe durable bet is a system that lets the company switch models as cost and intelligence change.AI Research · 3 min read→

07May 18, 2026Units of Output Per PersonHow your company should actually be thinking about AI.Field Notes · 4 min read→

08Feb 23, 2026OpenClaw's Vision, Enterprise-ReadyOpenClaw proved AI agents should work for you. Doe takes that idea and makes it ready for real teams, with a one-minute setup.Field Notes · 1 min read→

09Jan 27, 2026Introducing LoopsAsk Doe to do something regularly, and it just happens. Loops are the foundation for agents that monitor, decide, and act on your behalf.Product · 3 min read→

10Jan 23, 2026Introducing Folders for Chat SessionsOrganize your work the way you think about it. Folders and subfolders bring structure to your Doe sessions.Product · 2 min read→

11Jan 22, 2026Introducing the Trace Panel: Full Visibility Into Your AI AgentTrack 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.Product · 5 min read→

12Jan 21, 2026Reinventing WorkDoe connects to your business tools and completes your work. Our goal is to save people a billion hours.Product · 4 min read→

13Jan 8, 2026Introducing Citations: Trace Every Source and CalculationEvery claim now links back to its source. Citations show exactly where information came from, how calculations were performed, and how conclusions were drawn.Product · 3 min read→

14Dec 30, 2025How to Generate Wrapped Summaries for 2025How teams are using Doe to generate personalized Wrapped-style recaps from their existing tools - no engineering required.Operations · 3 min read→

15Dec 29, 2025Introducing Credits: Simple, Predictable Usage for AI WorkA new usage-based system that scales with how you use Doe, with complete transparency into how credits are consumed.Product · 4 min read→

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Doe is the command center for running your team. © Doe Labs, Corp. 2026