Aikido ships agentic PR review, CVE fixes

Aikido is pushing AppSec toward context-aware automation, connecting code review, dependency remediation, and exploitability decisions in one workflow.

• –Deep Review analyzes full codebase context, not just the changed diff, to catch logic flaws and unintended vulnerabilities.
• –Aikido Libraries backports CVE fixes into pinned dependency versions, reducing upgrade-driven breakage and migration work.
• –Exploitability Analysis grounds CVE triage in how a package is used, cutting noise beyond generic severity scores.
• –Human-readable diffs and reasoning traces are important trust mechanisms, but teams should still validate vendor-generated patches and provenance.
• –The bigger bet is that security tooling should produce mergeable fixes and evidence, not another backlog of alerts.