Why 'Brownfield' Deployments Break Agent Architectures — Lessons from Google

Last week I attended Google AI Agents Reloaded Live Labs Benelux and ended up winning in the "Agents for Good" track. 🎉 Between lab sessions and back-to-back talks, I filled several pages of notes —