AI Agents & Software
Agents change models. The mission should persist.
Agent systems lose context when models, tools or teams change. Memory is scattered, and actions proposed by agents are rarely separated from authority to act.
01Mission continuity
Swap the model. Keep the mission.
Active model
Transitions recorded: 0. What persists is decided by evidence standing, not by the model.
- Preserved
Mission identity
MSN-0142 · reconcile vendor contracts
- Preserved
Qualified memory
38 items with source + currency
- Held
Unqualified memory
11 items · held for re-qualification
- Preserved
Tool capabilities
7 tools qualified
Agent-proposed action
Send termination notice to vendor #2291
CAN
Tool qualifiedSHOULD
1 conflicting clauseMAY
No authorityState: HELD — missing independent authority. Nothing is executed in this demonstration.
The problem
Agent systems lose context when models, tools or teams change. Memory is scattered, and actions proposed by agents are rarely separated from authority to act.
Density mechanism
Density preserves mission identity, qualified memory and provenance across model and tool transitions, and separates what an agent can do from what it may do.
- 01Mission identity preserved across model transitions
- 02Memory topology with source and currency
- 03Tool capability qualification
- 04Held actions pending independent authority
Proposed pilot KPIs
Measured in pilot
Context recovered after model swap
0
Unqualified tool actions executed
≥ 10%
Redundant agent calls avoided
Targets are proposed for pilot qualification, not demonstrated results.