Why AI Coding Agents Fail in Jupyter Notebooks and How Jupyter AI Fixes It | Lahari Chowtorri, Amazon | TFiR
Lahari Chowtorri of Amazon explains why standard AI coding agents break inside Jupyter notebooks, how Jupyter AI ...
How to Route AI Inference Across Latency, Cost, and Model Fit Simultaneously | Ari Weil, Akamai | TFiR
Ari Weil of Akamai explains how the AI grid orchestrator routes inference workloads across five axes including ...
Why HA Failover Fails: Overlooked Application Dependencies and Untested Runbooks | Matthew Pollard, SIOS Technology | TFiR
Matthew Pollard of SIOS Technology explains why application failover alone does not prevent downtime, how stale runbooks ...
Why AI-Generated Code Needs a Cloud Sandbox to Be Trustworthy | Waldemar Hummer, LocalStack | TFiR
Waldemar Hummer, CTO at LocalStack, explains why agentic development demands runtime sandbox validation over static analysis, how ...
Cloud Spend Is Now a Business Valuation Metric | Peter Maloney, Azul | TFiR
Peter Maloney, CFO and COO at Azul, explains why cloud spend is now a direct input into ...
Why Enterprises Should Stop Building AI Infrastructure Themselves | Richard Borenstein, Mirantis | TFiR
Richard Borenstein of Mirantis explains why enterprises that build AI infrastructure themselves cannot focus on their core ...
How to Govern AI Agents Without Killing Their Usefulness | Miska Kaipiainen, Mirantis | TFiR
Miska Kaipiainen of Mirantis explains how Lens Agent uses Micro VM-based supervised sandboxing, policy-managed traffic, and secrets ...
How to Build Safe, Production-Ready Kubernetes Clusters at Scale | Corey McGalliard, Akamai Cloud | TFiR
Corey McGalliard explains how Akamai Cloud provisions opinionated Kubernetes clusters using Crossplane, Argo CD, Kyverno, and a ...
Why AI Inference Latency Is an Architecture Problem, Not a Tuning Problem | Ari Weil, Akamai | TFiR
Ari Weil of Akamai explains why AI inference latency is a fundamental architectural constraint, how default hyperscaler ...
How to Run Self-Service EKS at Scale Without Losing Governance | Julian Fischer, anynines | TFiR
Julian Fischer, CEO at anynines, explains how Klutch is becoming enterprise grade with new Hubs for AWS ...