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Learn as you go

What one agent learns reaches the next.

Your answers and what each agent learned stay with the work, for the next agent to read.

Without it

Every new session, I explain the project again.

I answer the same question for each agent.

What one agent worked out is gone when the chat closes.

What the next agent reads

The next agent starts with what you decided.

What Annsa keeps about one area of your product
Memory

What Annsa remembers about co-edit

Tandem·9 outcomes recorded·since Jan
Past shipsWhat you closed here, and how it landed.
  • Co-edit conflict fix
    Shipped Apr · 14 people notified · no regressions since
    co-edit.ts
  • Presence cursors for shared blocks
    Shipped Feb · 6 accounts asked · still the most-used view
    Canvas.tsx
  • AI thread summary
    Deferred to next quarter · reason and history kept
CorrectionsThe changes you made that Annsa carried forward.
  • You renamed “Realtime” → “Collaboration”
    Re-clustered 31 signals · the new name carries into specs
  • You re-ranked block locking above export polish
    Annsa weights co-edit work higher here now
Related contextWhat bit last time you touched this ground.
  • Locking the block briefly broke presence cursors
    Last co-edit change · Simon caught it · watch this path
    usePresence.ts
  • Ben flagged merge order on queued edits
    Replay the queue after the rewrite lands, not before
    co-edit.ts
  • Catherine asked for a shipped-note on this one
    Close the loop with the 14 who reported the conflict

What Annsa keeps on the work.

On the priority, for any agent that picks up the work.

  1. Your answers and signatures.
  2. The options you ruled out.
  3. What an agent learned when it shipped.

You stay in control

Your answers become the rules.

Save an answer as a principle and it applies beyond one job, for every agent. You can read or change any principle at any time.

What's inside

Read by
Any connected agent, including Claude Code, Cursor, Codex and Grok
Keeps
Your answers and signatures, the options you ruled out and what an agent learned when it shipped
Lives in
Annsa, not one tool's chat
Principles
Agents can only propose one. A person activates it.

Questions people ask.

Q1

Which agents can read it?

Any agent connected to Annsa, including Claude Code, Cursor, Codex and Grok.
Q2

Does it carry over when I switch tools?

Yes. It lives in Annsa, not in one tool's chat.
Q3

Will I get asked the same question twice?

Not once a principle settles it. That question doesn't come back to you.

Decide once, and keep it with the work.

Try Annsa