Agents Memory
Agents Memory keeps a record of every experiment Artemis has run across all your projects. You can ask it questions — what has worked, what hasn't, and what ideas from one project might apply to another — without having to dig through past results yourself.
How it works
Every experiment Artemis runs is automatically saved as a memory. Over time this builds up a knowledge base that spans all your projects, so insights are never lost between runs.
You can query this knowledge base in two ways:
- General memory chat — ask questions across all your projects at once.
- Experiment-level chat — open a specific experiment and ask questions scoped to that memory, with the full conversation history preserved per experiment.
Accessing Agents Memory
Click your avatar (or initials) in the top-right corner, then select Agents Memory from the dropdown.

The page opens with three areas:
- Left panel (MEMORIES) — lists all your stored experiments, searchable by keyword. Shows the total count and the project each experiment belongs to.
- Centre panel — displays the selected experiment's detail, or a welcome prompt when nothing is selected.
- Right panel — shows your chat history and quick-start prompts.
Click + New chat at the top of the left panel to start a fresh general chat across all your memories.

The experiment detail view
Clicking an experiment in the left panel opens its detail in the centre:
- Project path — shows the project and optimisation the experiment belongs to, with an Open in Discovery link to jump directly to it.
- Status badge — current state (e.g. Queued, Validated, Refuted, Inconclusive).
- Confidence — the confidence score for this experiment's outcome.
- Created — the date the experiment was created.
- Hypothesis — the full hypothesis text describing what was changed and why.
The right panel updates to show CHATS ABOUT THIS MEMORY — the conversation history scoped to this experiment.

Asking questions
General prompts
From the main Agents Memory view (no experiment selected), the right panel shows three quick-start buttons and a chat input. These cover the most common questions across all your projects:
- What reliably works — "Looking across all my projects, which optimisation approaches have reliably improved performance, and which keep failing?"
- Don't repeat — "What have I already tried and refuted, so I don't waste time repeating it?"
- Transferable wins — "Which validated experiments could likely transfer to my other projects, and why?"
You can also type any question into the Ask about your memories… input — the agent has access to all your experiments.
Experiment-level prompts
When you open a specific experiment, the right panel switches to CHATS ABOUT THIS MEMORY with its own quick-start prompts:
- Summarise — "Summarise this experiment: the hypothesis, what the versions actually changed, and why it was concluded this way."
- The winning change — "What did the best version change, and how did it move the metrics versus the baseline?"
- Try next — "Given how this turned out, what follow-up experiments would be worth running — here or on similar code?"
The chat input scopes automatically to the open experiment. You're not limited to these prompts — ask anything about the experiment.
Chat history
Every conversation you have in Agents Memory is saved. General chats appear in the MEMORY CHATS panel on the right of the main view. Experiment-level chats are saved under CHATS ABOUT THIS MEMORY and reappear whenever you open that experiment, so context is never lost between sessions.