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 ...
Why AI Agent Logs Are Not Enough and How to Get Cryptographic Proof | Yaron Schneider, Dapr | TFiR
Dapr 1.18 introduces verifiable execution, signing every workflow history event using SPIFFE-based cryptographic identity. Yaron Schneider explains ...
How to Stop Chasing CVEs and Ship Vulnerability-Free Containers | Eilon Elhadad, Echo | TFiR
Eilon Elhadad, Co-Founder and CEO of Echo, explains why the patch-and-chase model is broken, how AI agents ...
Why AI-Generated Code Is a Security Risk in Open Source Projects | Hilary Carter, Linux Foundation | TFiR
Hilary Carter shares empirical findings from 100+ Linux Foundation studies: why AI is both accelerating vulnerability detection ...
Why AI Coding Agents Break Jupyter Notebooks and How Jupyter AI 3.0 Fixes It | Lahari Chowtorri, Amazon | TFiR
Lahari Chowtorri of Amazon explains how Jupyter AI 3.0 solves the architectural incompatibility between AI coding agents ...
How to Orchestrate an AI Factory From Bare Metal to Workload | Alex Freedland, Mirantis | TFiR
Alex Freedland, CEO of Mirantis, explains why AI infrastructure is shifting from bare metal leasing to ...
How to Prepare for EU Cyber Resilience Act Compliance Before Enforcement Hits | Christopher Robinson, OpenSSF | TFiR
Christopher "CRob" Robinson of OpenSSF breaks down who is liable under the EU Cyber Resilience Act, why ...
How to Use AI Agents in Open Source Without Losing Architectural Control | Madelyn Olson, AWS | TFiR
Valkey maintainer Madelyn Olson details how the project uses adversarial AI testing to find CVEs, automates backporting ...
Why AI Agents Fail Without Internal Data and How to Fix It | Michel Tricot, Airbyte | TFiR
Michel Tricot, Founder and CEO of Airbyte, explains why AI agents hallucinate without internal data access, ...
When Does Self-Hosted AI Actually Make Sense? Rob Hirschfeld of RackN Gets Practical | TFiR
Rob Hirschfeld of RackN makes the practical case for self-hosted AI at every scale — explaining the ...