AI Agents That Never Forget
AI-AMP's four-tier memory model ensures your agents maintain context across sessions, handoffs, and team changes. No more starting from scratch.
The Context Problem in AI Development
Consumer AI tools forget everything when a session ends. Every new conversation starts from zero.
Repeated Explanations
Lost Decisions
Broken Continuity
Handoff Failures
The Four-Tier Memory Model
HOT Tier: Agent DNA
What It Is: Universal agent identity, protocols, and behavioral rules that every agent carries.
Contains: Agent identity, role protocols, communication standards, safety guardrails.
Persistence: Survives everything—compacts, restarts, handoffs, recovery.
Like a company's core values every employee knows.
WARM Tier: Role Context
What It Is: Role-specific knowledge loaded when an agent checks in.
Contains: Role responsibilities, workflow procedures, authority boundaries, handoff targets.
Persistence: Loaded at check-in, active throughout session.
Like job training an employee receives for their role.
COOL Tier: Session History
What It Is: Persistent snapshots of completed sessions. Handoff documents capturing work and next steps.
Contains: Work completed, next actions, critical files, key decisions, blockers.
Persistence: Stored in database, survives indefinitely.
Like detailed shift handoff notes between employees.
COLD Tier: Knowledge Base
What It Is: Shared organizational memory. Procedures, templates, and accumulated wisdom.
Contains: HOWTOs, templates, glossary, architectural decisions.
Persistence: Permanent organizational asset.
Like a company wiki everyone can reference.
Memory in Practice
Without AI-AMP
- Session 1: Explain requirements, AI designs approach
- Session 2: Re-explain requirements, AI designs different approach
- Session 3: Re-explain again, AI forgets earlier decisions
Result: Inconsistent implementation, wasted time
With AI-AMP
- Session 1: ARCHITECT designs, hands off to CODER
- Session 2: CODER implements Phase 1, handoff created
- Session 3: CODER recovers, continues Phase 2
- Session 4: TESTER receives complete context, validates
Result: Consistent implementation, continuous progress
Capture Ideas Without Losing Focus
When agents discover something important mid-task, they don't have to choose between pursuing it and losing context, or ignoring it and losing the insight.
Parking Lot Notes
Agents capture ideas, questions, and observations in a structured notes system. Strategic thoughts are preserved for later review without derailing current work.
Categorized & Searchable
Notes are tagged by type—IDEA, QUESTION, STRATEGIC, TECHNICAL, PROCESS—and searchable by tag, project, or agent. Nothing gets lost.
Tracked to Resolution
Notes follow a lifecycle: NEW to REVIEWED to ACTIONED, PARKED, or DISMISSED. Assign notes to agents. Full accountability for every captured idea.
Example: Strategic Insight During Implementation
A CODER working on API endpoints notices the architecture could support event sourcing. Instead of stopping to explore or forgetting the insight, they create a STRATEGIC note: “Consider event sourcing for state machine.” The note persists, gets reviewed by ARCHITECT later, and becomes a future enhancement—all without interrupting the current sprint.
What Do You Think?
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