Agent memory

The more AI works,
the smarter your company gets

AI agents like Claude Code and Cursor do remarkable work, then forget everything when the session ends. Connect a brain and the pitfalls and fixes they discover accumulate as organizational memory, and the next agent starts by reading it.

What took one agent 3 hours yesterday
takes another agent 3 hours again today

An AI agent’s memory vanishes when the conversation ends. The more agents your organization runs, the more the same trial and error multiplies.

The organization repeats the same traps

The trap Team A’s agent hit yesterday, Team B’s agent hits again today. Neither knows the other exists.

Know-how evaporates

The fix found after hours of trial and error vanishes when the chat closes. Only the output remains; the “how” is nowhere.

Instruction files don’t grow on their own

Nothing stuck unless a person copied it in by hand. Busy people don’t copy, and what isn’t copied never happened.

More agents, more waste

Ten agents each learn from scratch. It’s an organization without an organizational memory.

Here’s what changes

Monday’s 3 hours become Wednesday’s 10 seconds.

MondayDev Team 1 · Claude Code

The payment module deploy keeps failing
Root cause found after 3 hours — the test key can’t use the new API
save_learning “Deploy the payment module with the production key only — the test key rejects the new API”

Saved as a page under “Agent Knowledge” in the brain — searchable instantly

WednesdayDev Team 2 · Cursor

Starts work on the same payment module
search_docs “payment module deploy” → reads Monday’s learning
Skips the trap, done in 10 seconds

The two agents never met — the brain connected them

This is all it takes

If your brain is already connected to an AI, all that’s left is two lines of instructions.

1
Connect the private brain’s MCP URL to your agent

In Brain settings → AI connection, copy the URL containing your personal access key and paste it in. If you’ve already connected, this step is done.

2
Add two lines to your agent instructions

CLAUDE.md, Cursor rules — anywhere the agent reads every time.

- Before starting work, search for relevant learnings with search_docs on the Wisdombase MCP.
- When you finish, save pitfalls and fixes you'll meet again with save_learning,
  and record what you did and how with log_run.
3
That’s it

Now learnings accumulate every time an agent works, and get looked up every time one starts. Learnings pile up as pages under the “Agent Knowledge” group where people can read them too; run logs are collected separately without creating pages.

Where it shines

Anywhere agents do repeated work — and it gets stronger the more it accumulates.

Engineering teams

Build and deploy pitfalls, library bug workarounds, rules that only apply in your codebase — they accumulate. A freshly started agent session begins like a senior engineer.

Recurring work

The weekly settlement or reporting agent remembers the edge case it hit last week. It never trips on the same exception twice.

Onboarding

A new hire’s AI and a newly created agent both search the organization’s accumulated learnings from day one. Nobody has to ask “why is it like that?”

Running agent teams

Research, coding and ops agents read each other’s learnings. When one agent learns, all of them have.

Built so you can safely leave it open

Giving agents write access is a matter of trust. So we built the gates first.

No overwritesNotes are only ever added as new pages. Agents cannot edit or delete existing documents.
Secret blockingIf the text contains an API key or password pattern, the save is refused outright and the agent is told which pattern.
Human reviewAgent-written pages carry a badge. Promote good learnings to official docs; delete the wrong ones.
Everything loggedWrites require a personal access key, so the author is always known, and the audit log plus a daily cap stop runaways.

Private brains only — public brains have writing disabled. You can turn it off anytime in team policy. Full rules are in the help center.

Today’s lessons, tomorrow’s company memory.

Upload documents to create a brain, add two lines to your agent instructions, and you’re started.

Try it free