Open Frameworks for AI Token Visibility, Governance, and ROI | Mike Fuller, Tokenomics Foundation | TFiR
Mike Fuller, Tokenomics Foundation, explains how to connect AI token spend to business outcomes, pair billing data ...
AI Finds Open Source Vulnerabilities in Hours. Project Akrites Makes Sure the Right People Are Warned First | Christopher Robinson, OpenSSF | TFiR
AI tools now find open source vulnerabilities in hours. Project Akrites, a new Linux Foundation initiative, coordinates ...
Why Agentic AI Demands Security Skills in Every Technical Role, Not Just the Security Team | Clyde Seepersad, Linux Foundation | TFiR
Linux Foundation SVP Clyde Seepersad breaks down why technical hiring is growing at SMBs despite FAANG layoffs, ...
How Zephyr RTOS Solves Safety Certification, SBOM, and Edge AI for Embedded Teams | Kate Stewart, Linux Foundation | TFiR
Kate Stewart marks ten years of Zephyr RTOS by covering CVE authority status, automatic SBOM generation, IEC ...
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-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 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 OpenTelemetry Is Now the Foundation for AI and Cloud Observability | Chris Aniszczyk, CNCF | TFiR
Chris Aniszczyk, CTO at CNCF, explains why OpenTelemetry's graduation matters for engineering teams, how OTel is evolving ...