Why it matters
This is a practitioner-run chapter launch (under the Linux Foundation) focused on shipping agents that survive contact with production, not demos, which is where cost and reliability tradeoffs actually get made.
The tokenmaxxing angle
A dedicated session on agent observability plus talks on multi-agent orchestration and A2A/MCP integration map directly onto how teams track and control what agent workflows actually cost to run.
From the organizers
Google's Sirisha Karra covers the Agent-to-Agent Protocol and Infosys's Jothsna Praveena covers agent observability; AAIF operates under the Linux Foundation Code of Conduct.