Why it matters
As agents generate more production code, the bottleneck shifts from writing tokens to verifying what they wrote. Teams that skip pre-production validation absorb the cost later as incidents, not as inference spend.
The tokenmaxxing angle
Antithesis's pitch is autonomous testing that runs ahead of agent-written changes, effectively spending compute on verification instead of spending engineer time on review, a direct compute-for-reliability tradeoff.
From the organizers
AWS opens with a Project Mantle case study on resilient architecture before Antithesis presents; hosted at SPIN Seattle, sponsored by AWS, 62 registered and the event is already full.