Agents and Workflows on Real Problems

​A builders-first session for people applying agents and workflows to real problems, with practical examples, live discussion, and a focus on what actually works.

​Description
The common request is simple: bring a real problem into a room full of technical people and explore how they would approach it.

​This session is about practical implementation, not theory. We will look at how agents and workflows are being used in production, unpack how teams are structuring them in practice, and discuss where they create value, where they break, and what tradeoffs show up along the way.

​We’ll cover:
• Real use cases from builders
• How workflows are structured in practice
• Where agents work and where they fail
• Tooling choices and tradeoffs

​Who it’s for
Engineers and technical builders, product managers working with AI, startup teams building with LLMs, and people actively trying to ship rather than just learn.