AMAgentmemory
Home

MemPalace

MemPalace Ideas for Practical Agent Memory

MemPalace-style thinking is useful because agents need structured recall, not just nearest-neighbor text. A memory can live in a project, relate to a file, depend on a decision, and expire after a release.

From flat notes to memory places

Flat notes become noisy quickly. A structured memory workspace gives each item a place: project, repo, workflow, customer, incident, task, or operator preference.

  • Project memories for architecture and deployments.
  • Workflow memories for commands and verification steps.
  • Incident memories for failures and mitigations.
  • Preference memories scoped to the human operator.

Recall paths

Good recall follows relationships. A deployment memory may link to a route, a Cloudflare setting, a test, and a past outage. Those relationships help the agent retrieve the right warning before it repeats a mistake.

  • Graph links between files, decisions, and tasks.
  • Freshness scoring for rapidly changing facts.
  • Pinned memories for critical constraints.
  • Expiration for release-specific details.

Practical playbook

  1. Start with four memory places: repo, workflow, incident, preference.
  2. Add relationship links only where they improve recall.
  3. Pin safety-critical constraints.
  4. Expire memories tied to temporary branches or incidents.

Related guides

Agentmemory githubClaude Code agent memoryAgent memory frameworkAgent memory survey