What I contributed to the OpenSSF guide on finding and fixing vulnerabilities using AI, and why evidence and execution boundaries matter.
Software, security, systems, music.
Robert Ryan Jennings
Web logs of a software development engineer, musician, artist and hockey player.
Essays on software engineering, mobile and backend security, architecture, older systems, and the occasional adjacent obsession.
Content expressed is my own and does not reflect the opinions of any entity.
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Contributing to OpenSSF's Guide on AI-Assisted Vulnerability Discovery
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Contributing to OpenSSF's Guide on AI-Assisted Vulnerability Discovery
Nov 5, 2026 12:00AM
5 min read
996 words
Reflections on my OpenSSF guide contributions: independent verification, agent isolation, untrusted memory, evidence, and authorization.
Entanglement of Ages: An Invitation to Readers and Editors
Oct 29, 2026 12:00AM
4 min read
720 words
Four connected novels across 50,000 years, an arc matrix, private beta reading, and a possible AI-assisted graphic novel and video roadmap.