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For years, writing code & validating it moved at roughly the same pace. Agents broke that balance.
Code now arrives faster than pipelines & reviewers can absorb it. Without validation that runs where agents actually work, more AI output means more failed changes, slower recovery, & ballooning compute & token costs.
Come connect with peers who are rebuilding feedback for the agent era, & swap notes with engineers solving this in production. Bring the bottlenecks you're stuck on, the fixes that worked, & the ones that didn't.
During the meetup, we'll discuss:
Why AI code generation has outpaced validation, & how that gap hits change success rates & recovery times
How pairing a robust delivery pipeline with sub-minute checks where agents write code improves efficiency & cuts wasted tokens
How running only the tests a change affects, with one quality standard across any IDE, model, or version control system, keeps compute focused on what matters
Your hosts
Agenda:
5:00 - 5:30 PM: Welcome & networking
5:30 - 6:30 PM: Panel discussion + audience Q&A
6:30 - 7:00 PM: Networking with drinks & bites
If you're attending GitHub Universe in San Francisco, this meetup is the perfect chance to connect with fellow builders.
Don't miss it!
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