open · adk-learning · a week inside Google ADK, having already built the roles-and-mentor version by hand
What does a standardised agent framework give you that a hand-rolled one doesn't?
Six of seven days in: single agent, pipeline, delegation, RAG grounding and cross-session memory all built and tested; the Cloud Run deploy is scripted but its live eval run sits blocked behind free-tier throttling. The framework still decides less than expected. The capstone, and the verdict, remain open.