#State Management

Posts about state management. ← All posts

A2AADKArchitectureCase StudyCloud RunConfigDeploymentDesign PatternGovernanceLessons LearnedMARAMiddlewareMulti-Agent AIOPAOTelObservabilityOrchestrationProvider AbstractionState ManagementToken BudgetingTools
· Backend + ML engineers

Token Exchange Patterns: Porting Multi-Turn State from ADK to MAF

How conversation threads replace session state; how to track token usage across agent chains.

Sessions to threads: porting multi-turn state from ADK to MAF. Token budgeting, long-term memory, and conversation audit trails.