“The primary theme of the talk: using AI agents to handle the software development lifecycle.”

“Discussion on /goal, steering, and the shift from one-shotting to long-running agent tasks.”

“The use of autonomous AI agents to perform software engineering tasks.”

“Discussion on effective token usage and monitoring workflows at the model level.”

“The core theme of the discussion, focusing on repeatable architectures and professional standards for AI agents.”