TIL: Registering Custom Session Services in Google ADK 1.17
· 10 min read
Extend ADK with custom session storage backends like Redis, MongoDB, PostgreSQL, or DynamoDB for persistent sessions that survive server restarts.
4 posts tagged with "Quick Learn"
5-10 minute focused learning articles on specific topics.
View All TagsTIL: Evaluating Tool Use Quality with Google ADK 1.16
· 14 min read
Your agent gets the final answer right, but did it get there the right way? Learn how to evaluate tool selection and usage quality with ADK 1.16's rubric-based evaluation framework.
TIL: Pause and Resume Invocations with Google ADK 1.16.0
· 11 min read
Long-running agent tasks need to be interrupted gracefully or paused for human feedback without losing progress. System failures can interrupt execution mid-task, causing work to be lost.
TIL: Context Compaction with Google ADK 1.16
· 9 min read
Long agent conversations accumulate thousands of tokens. After 100+ exchanges, sending the entire history to the model becomes expensive and slow. Context Compaction fixes this by intelligently summarizing old interactions.
In one sentence: Context Compaction automatically summarizes older conversation events using an LLM, reducing token usage while preserving conversational context.