InfoQ - Agile - Presentations

Presentation: Fixing the AI Infra Scale Problem by Stuffing 1M Sandboxes in a Single Server

Felipe Huici — Wed, 09 Sep 2026 11:00:00 GMT

Felipe Huici explains how Unikraft achieves millisecond cold boots, stateful scale-to-zero, and extreme density for sandboxing AI workloads. He discusses isolation primitives, Linux kernel optimizations, and snapshotting tricks, demonstrating how to maintain sub-10ms performance at scale while integrating seamlessly into Kubernetes environments with hardware-level security.

By Felipe Huici

Presentation: Platform Engineering in the Age of AI

Stéphane Di Cesare, Davide de Paolis, Stephen Cihak, Camila Macedo, Renato Losio — Tue, 08 Sep 2026 14:00:00 GMT

The panelists explain how platform teams adapt to support AI-assisted engineering, highlighting which capabilities belong in the platform. They discuss trade-offs between standardization and developer autonomy, while sharing strategies to manage AI tooling, security guardrails, and shifting workflows.

By Stéphane Di Cesare, Davide de Paolis, Stephen Cihak, Camila Macedo, Renato Losio

Presentation: From AI Agent Demo to Production: Automated Testing and Evaluation

Zhou Yu — Mon, 07 Sep 2026 11:00:00 GMT

Zhou Yu discusses why AI agents stall in demo phase and shares how simulation-driven testing solves compliance and reliability bottlenecks. Learn how Columbia and Arklex AI use synthetic user personas, trajectory entropy, and automated CI/CD pipelines to evaluate multi-turn agents, catch edge cases before deployment, and scale self-learning workflows in production.

By Zhou Yu