state persistence across sessions
15 articles · 15 co-occurring · 0 contradictions · 0 briefs
The Refs system (@ e1, @ e2) plus Auth Vault, Session, State File is a concrete 3-layer architecture for persisting agent state across interactions
The entire discussion centers on how stateful agents maintain memory across interactions—core to compounding intelligence.
The Refs system (@ e1, @ e2) plus Auth Vault, Session, State File is a concrete 3-layer architecture for persisting agent state across interactions
Durable Objects enable state preservation across MCP calls, directly addressing context compounding across sessions
Memory architecture is fundamentally about preserving state/context between agent invocations—core to 'compounding intelligence' thesis.
Remote Control + Auto Mode enable Claude Code to maintain execution state across human sessions (team lead monitoring without active steering) and across tool invocations (CI job initiates execution t
File system context storage enables persistent workflows; intermediate state survives conversation threads
The team-lead coordinator maintains shared state across independent teammate sessions, implementing cross-session intelligence preservation
Coordinator mode and swarm mode both track state (via coordinator tracking, via separate terminal panes). This enables intelligence compounding—context carried between agent interactions.
Streaming responses enable real-time state sync, which allows context to persist and update across multiple AI requests/turns without full recomputation.
Multi-agent orchestration requires compounding intelligence across agent calls—decisions from one agent must inform the next, requiring explicit state management.
Agent traces are logs of state changes; sharing them enables new models to learn stateful decision patterns rather than stateless responses.
The RPG model only works if the system remembers what weapons the player has unlocked. Direct support for session-based intelligence compounding rather than reset.
Safety features and memory capabilities documented in Index relate to how agents preserve intelligence/state across task sequences; transparency analysis reveals which systems have documented persiste
Production infrastructure typically requires maintaining agent state and context across multiple invocations, addressing the 'intelligence compounding' thesis
Multi-agent systems require managing state across agent boundaries, but article doesn't explicitly discuss this