Session

Chasing Squirrels & Bribing Hamsters

When GitHub Copilot tells you it is "bribing the hamster", it's doing more than just cracking a joke to pass the time. It is hiding a massive architectural shift in software engineering: the transition from simple AI autocomplete to multi-step Agentic AI.

As developers, we are moving past single-shot prompt completions into an era where AI agents autonomously scan our workspaces, build multi-file execution plans, and self-correct their own code. But this power introduces new challenges: technical latency and the dreaded "Squirrel!" problem, where autonomous agents get easily distracted by the vastness of your codebase.

In this talk, we will look behind the VS Code spinner. We will dissect the background lifecycle of Copilot's new multi-agent workflows, explore how prompt engineering keeps the AI focused, and trace the lineage of GitHub's culture from the classic "Ship It" Squirrel to the hard-working "Loading" Hamster. You will walk away understanding how to better guide your AI agents, optimize context windows, and reliably ship production-grade code.

Bob Fornal

Microsoft MVP | Senior Developer with a passion for learning, testing, mentoring, speaking and personal growth. Blessed husband and proud father of two.

Grove City, Ohio, United States

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