PPhying中文
Curated security research, vulnerabilities, advisories and tools for practitioners.

Finding vulnerabilities at every stage: what to run, and when

aikido.dev | blog | #ai-security | #pentesting | #devsecops | #sast | #application-security | #vulnerability-detection | #code-security
📄 Raw .md⬇️ Download .md🔗 Original ↗

Summary

Aikido maps four complementary ways to find vulnerabilities — traditional SAST, deep PR review, AI code analysis and AI pentesting — explaining what each catches and where it fits in the lifecycle.
Published
Collected

Related coverage

blog · aikido.dev
Aikido launches external network pentesting
TL;DR: Aikido now pentests your external network. Attackers already test your perimeter every day, and with AI agents doing the grunt work, they're faster than ever. Now you can run the same test first. Give our agents one domain and they'll map the internet-facing systems you run and attack them from the outside, exactly like a malicious actor would.
blog · aikido.dev
Adding Aikido AI pentesting to your existing security stack
How to add Aikido's AI pentesting on top of the SAST, SCA and cloud tools you already run, from your first pentest through whitebox testing, continuous testing and remediation.
blog · borghq.io
SAST and Business Logic Vulnerabilities: What Static Analysis Can Reach
This coverage gives security teams current context for monitoring, validation, and remediation.
blog · borghq.io
What Is Code-Aware Application Security Testing?
This coverage gives security teams current context for monitoring, validation, and remediation.
blog · projectdiscovery.io
Continuous PR Security Review
Post-mortem vulnerabilities often look harmless in the diff—they only surface at runtime. ProjectDiscovery says LLM code review hits just 63% precision, so PRs need validation on a running app.
blog · bugbunny.ai
What Is Static Code Analysis? A Security-Focused Explanation
A security-focused explanation of static code analysis: what it inspects, why it misses authorization and business logic, and how to tune framework-aware rules, model helpers and scan diffs.
Back