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Welcome to our blog.

We burned 11.7bn tokens to find the best cyber AI model
We tested 10 AI models on 32 fresh CVEs. DeepSeek V4 Pro found 28, and three cheap runs beat one pass of Opus 5 or Grok on total coverage.
2026 State of AI in Pentesting
Our latest report captures the perspectives of 400 CISOs, CTOs, and senior engineering leaders across Europe and the US. It explores how AI is changing penetration testing, why traditional approaches are struggling to keep pace with modern software delivery, and what security leaders want from the next generation of penetration testing.

Vulnerabilities & Threats
Cut through the noise with real-world CVE breakdowns, malware analysis, exploits, and emerging risks.
Customer Stories
See how teams like yours are using Aikido to simplify security and ship with confidence.
Understanding Open-Source License Risk in Modern Software
Open source moves fast, but its licenses still have rules. This piece breaks down what open-source license risk is, why teams keep missing it in modern dependency trees, and how to stay compliant without turning it into a legal fire drill.
IDOR Vulnerabilities Explained: Why They Persist in Modern Applications
Learn what an IDOR vulnerability is, why insecure direct object references persist in modern APIs, and why traditional testing tools struggle to detect real authorization failures.
Finding vulnerabilities at every stage: what to run, and when
SAST, Deep PR Review, Code Security Audit and AI Pentest each catch different vulnerabilities at different stages. Here's when to use each, and why
Keyv and friends compromised in active Shai-Hulud supply chain attack
Mini Shai-Hulud malware was injected into keyv and eight related npm packages on August 4, 2026 after an attacker compromised the maintainer's GitHub account
5 Socket security alternatives and why they are better
Socket built its name on malware detection. But detection speed alone is no longer the whole story. Here's how Aikido and four other alternatives compare on supply chain security, reachability analysis, licensing, and more.
AI Pentesting Buyer's Guide: How to evaluate AI pentesting vendors
Learn how to evaluate AI pentesting vendors with practical buying criteria, research from 1,000+ AI pentests, and a downloadable evaluation checklist.
A practical CTO security checklist to be Mythos-ready
A practical checklist for SaaS CTOs navigating a world with Mythos and agentic AI threats. Built around the defender's advantage: you have context attackers have to work to get. Covers the controls, practices, and operational habits that determine whether your team finds and fixes issues before someone else does.
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