From Finding Bugs to Fixing Them: How Far Has AI Vulnerability Remediation Come?
Comparing reports from frontier AI labs, AI startups and enterprises as of Aug 2026
Aug 26, 202613 min read25

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Articles tagged with #cybersecurity
Comparing reports from frontier AI labs, AI startups and enterprises as of Aug 2026

I was working on a new app and came across Matt Pocock's /grill-with-docs skill that works as a structured interrogation tool that stress-tests your plan against your project's domain model, cross-ref

Building a normalised finding schema across six scanners and an MCP layer that lets developers, security engineers, and CI pipelines query, fix, and verify vulnerabilities, all from the tools they already have open.

Why the assumption that CI/CD is a trusted internal tool has already cost organisations dearly

Part 1 - Lab setup, attacker simulation, and finding exploitable misconfigurations
