Blogs

Not all penetration tests are the same. Learn how black box, white box, and gray box testing differ, and which one your application actually needs to stay secure.

Understand what SWE-Bench scores really measure, where they mislead, and how to assess LLM coding tools for real-world engineering teams.

We compare Claude, Codex and Gemini CLI to help you pick the best AI code assistant for your team.

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.

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

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.

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

Two firms quote the same price. One has methodology, one has tools. Here's the complete 10-phase process that determines whether your most critical vulnerability gets found, or missed entirely.

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

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.

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

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