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AppSec

What Tree-sitter Taint Analysis Actually Catches (and What It Cannot)

Following untrusted data from source to sink across a real codebase is a solved problem right up until reflection, dynamic dispatch and an ORM turn up. Knowing where the analysis stops is what makes it usable.

Aug 15, 20265 min read
AppSec

Recall Is Easy. Your SAST Tool's Real Metric Is the Mute Rate

Any scanner can find every vulnerability by flagging everything. The number that decides whether a tool survives contact with a development team is how often it is wrong.

Aug 15, 20265 min read
AppSec

Running the OWASP Benchmark Against Your Own SAST Engine

A scanner with no measured accuracy is a scanner with claimed accuracy. Wiring up the OWASP Benchmark gives you one number that survives scrutiny — and usually finds a crash on the way.

Aug 15, 20266 min read
AppSec

How to Read a Security Scanning Report Without Drowning in Noise

A security scanning report lists what a scanner found across your code, dependencies, and infrastructure. Here's how to read one, prioritize it, and act on what matters.

Jul 29, 20266 min read
AppSec

VAPT Tools: The Vulnerability Assessment and Penetration Testing Toolkit

VAPT tools are the software used to run vulnerability assessment and penetration testing. Here is what belongs in the toolkit, how the categories differ, and how to pick the right tool for the job.

Jul 28, 20266 min read
AppSec

Code Security Scanners: Choosing One for Your Stack

The right code security scanner depends less on which vendor's marketing sounds best and more on language coverage, false-positive rate, and whether it fits into the workflow developers already use.

Jul 28, 20265 min read
AppSec

Code Security Scan: How to Scan Your Code for Vulnerabilities

A code security scan analyzes your source and its dependencies for security flaws before they ship. Here is how the main scan types work, what tools to use, and how to wire scanning into CI without drowning in noise.

Jul 25, 20267 min read
AppSec

SAST Tooling: How to Choose and Run Static Analysis That Developers Trust

SAST tooling scans your source code for security flaws before it runs, but the tool you pick matters less than how you tune it. Here is how to choose, integrate, and keep the noise down.

Jul 22, 20265 min read
AppSec

Choosing a Secrets Scanning Tool That Actually Catches Leaks

A secrets scanning tool finds API keys, tokens, and passwords hiding in your code and git history. Here is how they work and what to look for in one.

Jul 18, 20266 min read

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