Why it matters
A room full of people already past the demo stage, describing precisely where agent-driven CI/CD gets expensive and what they changed — the exact production phase where token spend stops being theoretical.
The tokenmaxxing angle
Matt Hargett's talk covers catching bugs locally — mutation testing, fuzzing, CPU profiling — before paying per run on a device cloud, and Rafael Mendiola's "Loop Engineering" talk covers a coding agent on a 30-minute re-prompt loop for a multi-day migration.
From the organizers
Confirmed speakers: Matt Hargett (Callstack), Nnenna Ndukwe (Qodo), Oliver Edis (ReactVision), and Rafael Mendiola (okthink); agenda runs 6:00-9:00 PM with a panel discussion at 7:15 PM.