Roundtable: AI Dilemmas: Should I Use a Tool, Agent, Team of Agents or Workflow?

Every week, there’s a new AI solution promising 10x productivity.

But which path actually scales for engineering teams : a single smart tool, an autonomous agent, a swarm of agents, or a workflow built around them?

In this unfiltered, small-group roundtable, eng leaders will unpack how they’re navigating these choices in the real world — what’s working, what’s not, and what’s next.

You’ll talk with peers who’ve:

1. Hit walls trying to scale from “AI tool” to org-wide workflow
2. Built internal agent frameworks that unlocked real leverage
3. Discovered where AI adds friction instead of removing itLearned when to buy, build, or abandon entirely

AI is evolving faster than any of us expected and the smartest leaders aren’t chasing silver bullets. They’re building mental models, pressure-testing assumptions, and learning together.

Pull up a seat, compare notes with peers who’ve lived it, and walk away with clarity on how to design AI that truly works for your team.