Memory
Memory lets the steward keep useful long-lived context so you do not need to repeat the same background information in every conversation.
What Memory Is Good For
Use memory for information that stays true across sessions, such as:
- team conventions
- preferred workflow patterns
- environment notes
- repeated troubleshooting advice
- per-DAG operating notes
Do not use memory for secrets, one-off instructions, or temporary session state.
Two Memory Scopes
| Scope | Best For |
|---|---|
| Global memory | Rules or preferences that apply across many workflows |
| Per-DAG memory | Notes that matter only for one workflow |
As a rule, keep information as close as possible to the workflow it belongs to.
How Users Control Memory
You can tell AI agent directly:
- "remember this" when something should be kept
- "forget this" when it should be removed
When AI agent is working with a specific DAG, it will usually prefer that DAG's memory rather than global memory.
What To Save
Good examples:
- stable naming conventions
- common failure causes
- deployment caveats
- expectations for a particular workflow
Avoid saving:
- passwords, tokens, or credentials
- short-lived incident details
- guesses that have not been verified
Reviewing And Editing Memory
Admins can review and edit steward memory from the Dagu UI and API.
| Action | Endpoint |
|---|---|
| View global memory | GET /api/v1/settings/agent/memory |
| Replace global memory | PUT /api/v1/settings/agent/memory |
| Clear global memory | DELETE /api/v1/settings/agent/memory |
| View one DAG's memory | GET /api/v1/settings/agent/memory/dags/{dagName} |
| Replace one DAG's memory | PUT /api/v1/settings/agent/memory/dags/{dagName} |
| Clear one DAG's memory | DELETE /api/v1/settings/agent/memory/dags/{dagName} |
Memory In Agent Steps
You can also enable memory for workflow agent steps:
steps:
- action: agent.run
with:
memory:
enabled: true
messages:
- role: user
content: "Analyze the logs and update findings"This is useful when a workflow should benefit from the same long-lived context as the interactive steward.
Git Sync
If you use Git Sync, memory files can move through the same review and publish flow as DAGs and documents.