Abstracts

Applications to speak. These go through review and a decision.

TagsSpeakerRatingsFiles
Debugging Agent LoopsDeclinedApprovedYesAbstractAI-030Agent loops fail in ways stack traces do not capture. The trace format we adopted, how we replay a failing run locally, and the visualisation that made the loops legible to people who did not write them.Talk (30 min)AdvancedEnglishInfrastructureOpen SourceRAGSWSam WhitfieldSOSam Organiser0.4
Batching, Queueing and BackpressureDeclinedApprovedYesAbstractAI-028Queue depth, batch size and tail latency pull against each other. What we learned running a shared inference tier, and the backpressure design that stopped one team's spike from taking down everyone.Talk (30 min)BeginnerEnglishProductCostKMKofi MensahSOSam Organiser0.5
Migrating Off a Single VendorDeclinedApprovedYesAbstractAI-029Moving off a single provider without a rewrite. The compatibility layer, the differences that leaked through anyway, and an honest cost comparison after the dust settled.Workshop (120 min)IntermediateEnglishApplied AISecurityEPElena PetrovaADAmara DialloSOSam Organiser1
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3 abstracts matching the current filters