Trustworthy AI Specialists for Work

Does it once. Remembers how.
Every delivery checked against your standards, with the evidence.
When a run breaks, it fixes its own method — you approve the fix.
Hire one someone already built — its checks come with it.
Build one with your team. Everyone who uses it adds to your credits.

Request an invite See how it works

Private beta · macOS and Windows

Cohowork Hacker News digestby cohowork Remembered

Learned from the first run

Read the top stories, in order
Open each article and its comments
Summarize both, mark your interests
Save a dated digest

Saved as software · runs the same way tomorrow

What a specialist is

An AI worker that keeps what it learned

An assistant leaves you a chat. A specialist leaves software it can run again, adapt, check and repair.

Remembers the method

The first time it works a job out. From then on it runs what it learned instead of thinking it all through again.

Same result, new input

The hundredth delivery looks like the first. Hand it a different file or a different week and it adapts.

Proves every delivery

You write what must be true, in plain sentences. Code checks each one, every run, and keeps the evidence. A delivery either passes or it says what failed.

Repairs itself

When a run breaks, it hands the failure to a coding assistant, which fixes the method. Nothing changes until you approve it.

Community

Build one together. Share what it earns.

The people who know the work and the people who can code, on one specialist.

Anyone can publish

Confirm your email and put a specialist in Discovery. Every publication is reviewed before it is listed.

Owned by a team

A specialist can belong to a team — the domain expert and the programmer maintain it together.

Everyone who uses it adds up

Each run is split between the team that made it, whoever runs it for others, and the platform, by the shares you set. It is paid in credits, which pay for your own runs.

Developers

Your coding assistant can write one

Connect Claude Code, Codex, Cursor or OpenCode over MCP, from the app’s Integrations page. It reads the contract, writes the specialist, and runs its checks before anything is saved.

Claude Code · Codex · Cursor · OpenCode