Apiiro

A critical CVE drops at 9am. Your scanners flag 400 instances. Guardian Agent already knows only 2 are reachable, and ships a tested fix before your team's standup. See how prevention beats the patch race.

AI-driven vulnerability discovery is outpacing patching by more than 16 to 1. Apiiro's AutoFix understands your software architecture, prioritizes by real risk, and ships a fix ready to merge.

Apiiro is joining an industry coalition to defend open source at machine speed, and making AutoFix free for maintainers. The same context-aware engine now runs inside Guardian Agent for your own code.

In 60% of breaches, a patch was already available. Frontier AI models now write working exploits in hours — a clock most security teams were never built to run on. See what's actually broken in the patch cycle.

The engine fixing open source vulnerabilities for free is the same one running inside Guardian Agent for enterprise codebases. Contextual, tested fixes, ready to review, at machine speed.

Attacker time-to-exploit is falling. Time-to-remediate is climbing. J.P. Morgan calls it 'Patchmageddon' — 82% of exploits now land before disclosure, with median time-to-exploitation down to 12 hours.