Tag: memory

Why an ADK 2.0 ToolConfirmation flow paired with VertexAiSessionService re-presented the same approval to a reviewer on Monday morning and ran the tool twice, and what the gap tells you about how to evaluate harness primitives at different maturity levels.

Outcome: Reader can map ADK 2.0 primitives onto a session-service backing store and decide which combinations are production-ready, which are beta-with-known-gaps, and which require waiting.

A practical look at Google ADK memory, Vertex AI Memory Bank, session state, retrieval, retention, access control, and why durable agent memory needs production discipline.

Outcome: Clarified the difference between short-term session state and durable agent memory, then mapped the operational risks around retrieval, security, retention, cost, and memory poisoning.