Blogs

Code Security
What is an IDOR Vulnerability? Types, Examples, CVSS, and Detection Methods

IDOR vulnerabilities let attackers access any user’s data with a simple ID change. Learn every variant, real exploits, and how to prevent it in APIs and SaaS systems.

Code Security
Pentest Authorization Letter Template + Legal Requirements Explained

A pentest without proper authorization can be illegal. Learn what an authorization letter must include and how to get it right.

AI Code Review
Axios npm Supply Chain Attack Explained: How Millions Were Exposed in 3 Hours

The 2026 axios supply chain attack used a malicious dependency and postinstall hook to deploy malware. Learn how it worked and how to detect it.

Code Security
Why Annual Pentesting Fails Fast-Moving Teams (And What Replaces It)

A deep technical breakdown of continuous vs annual pentesting, including attack surface drift, testing cadence, and ROI.

Code Security
Why Methodology is the Only Thing That Matters in Penetration Testing

Learn how AI penetration testing works step-by-step, from reconnaissance to exploit chains and retesting, with real methodology and examples.

Code Security
What is Penetration Testing And Why it Exists in the First Place

AI penetration testing is changing how vulnerabilities are found. Here’s a deep technical breakdown of how it works and why it matters.

AI Code Review
CodeAnt AI Ranks #1 in Security Patch Detection Benchmark

In Martian’s independent AI code review benchmark, CodeAnt ranked #1 at detecting security patch issues in pull requests. See the data and what it means for secure code review.

AI Code Review
CodeAnt AI Ranks #2 in Large Pull Request Review Benchmark

See how AI code review tools perform when analyzing large pull requests in Martian’s independent benchmark

AI Code Review
CodeAnt AI Ranks #1 in Detecting Logging Issues and PII Leaks

Which AI code review tool catches sensitive data in logs? Benchmark results reveal how tools perform in this critical category.

AI Code Review
CodeAnt AI Ranks #1 in Detecting Testing Issues in Pull Requests

Martian’s AI code review benchmark analyzed how tools detect testing issues in pull requests. CodeAnt ranked first.

AI Code Review
We Submitted CodeAnt AI to an Independent Benchmark: Here Is What Happened

Martian’s independent AI code review benchmark evaluated 17 tools across 200,000+ real pull requests. See how CodeAnt ranked and what the data reveals about modern AI code review.

Code Security
The Security Research Method: Re-Examining Old CVEs to Discover New Vulnerabilities

Learn how security researchers discover new vulnerabilities by re-examining patched CVEs and using patch diff analysis to uncover hidden exploit paths.