What’s a Staged Conversation Demo and How Do I Spot One?

https://www.bokkmarking-signs.win/why-do-tool-call-storms-drain-my-agent-budget-so-fast

Since May 16, 2026, the shift from monolithic large language models to multi-agent AI ecosystems has redefined how engineering teams approach complex automation