Give your agent a memory it can keep
Your agent forgets you every night. Tomorrow it will ask the same three questions it asked today, re-learn the same deploy rule, and re-earn the same correction. Every conversation ends with the context window closing on everything the agent learned about your work.
The fix is not a bigger context window. The fix is the one humans use: a place to write things down.
A branch of its own, next to yours
Pando gives an agent a real branch of a real outline. What it writes on Tuesday it reads on Friday, and so can you: the memory is not a hidden vector store, it is bullets on your screen.
The picture is the shape that works: decisions, not transcripts. A transcript re-read costs more than it teaches. A decision with its reason is three lines, and the note under it says why, so a future session inherits the rule together with its reasoning.
The two-minute setup
Pando speaks MCP, the protocol Claude, ChatGPT and most agent frameworks use for tools.
- In your agent's connector settings, add
https://pando.pyfio.com/mcp. - Sign in on the consent screen and read what it lists: the agent gets its
own memory branch, plus whatever you later share with it. Nothing else.
- Ask: "check your Pando memory and tell me what you know."
That last sentence is the whole habit. The first time, the agent finds an empty branch and says so. Every session after, it starts from its own notes instead of from zero.
Doors, not vaults
Your notes stay yours until you share a branch, and the sharing is explicit: pick a bullet, share it with the agent, choose view or edit. The agent sees that branch and nothing beside it.
Most agent-memory products run this backwards: the agent gets the whole vault and a promise to behave. Here it gets a room, and the doors you choose to open.
What changes, measured on our own work
This product is built by an agent using its own memory branch. Before: the first ten minutes of every session re-explained deploy rules, test caveats and naming decisions. After: the agent reads its Decisions branch, asks one delta question, and starts. The ten minutes happen once, not daily.
An agent with a memory also fails better. When it is wrong, you correct the note, not the agent: fix the line in its branch, and every future session inherits the correction.
Try the honest version
Open pando.ink, connect your agent to https://pando.pyfio.com/mcp, and ask it what it knows. Today the honest answer is nothing. The interesting answer is the one it gives you in a month.