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AI PENTESTING

Claude Code Sandbox
Escape on macOS

Sonali Sood

Founding GTM, CodeAnt AI

AI Pentesting

Claude Code Sandbox Escape on macOS

A technical analysis of a Claude Code macOS sandbox escape caused by literal-path and glob confusion, enabling protected config writes and pre-model command execution.

AI Code Review

AI Code Review for Security: Finding SSRF and Auth Bypasses

A couple security bugs in Apache Superset where the check ran and still failed. A walkthrough of SSRF via a proxy hop, a stale-subject authorization bypass, and why SAST clears both.

AI Pentesting

Where Automated Penetration Testing Is Headed in 2027

Automated penetration testing is being rebuilt for 2027. Inside the AEV shift, autonomous agents, the AI-code attack surface, and what still needs a human.

AI Pentesting

The Penetration Test You Only Pay For When It Finds High & Critical Findings

How black box, white box, and gray box penetration testing actually work, why the hours-based model is broken, and what outcome-based, continuous testing changes.

AI Pentesting

6 Top AI Pentesting Tools to Try in 2026

A deep technical comparison of AI pentesting tools based on methodology, exploit detection, and real-world coverage across modern SaaS systems.

The Best Way to Do Code Review on Bitbucket (With Pipelines, PR Tips & Real Examples)

AI Code Review

The Best Way to do Code Review on Bitbucket

Master Bitbucket code reviews with this 2026 guide. Learn how to raise PRs, set up merge checks, use Pipelines for CI, and review code like a pro - with real examples and tips.

Code Security

CVE-2026-29509: Zip Slip Path Traversal in patool safe_extract

Running patool below 4.0.5 on Python <3.12? You're exposed to a Zip Slip attack — CVE-2026-29509. Here's the root cause, working exploit, and the fix.

AI Code Review

GPT-5.6 Boosts CodeAnt's Unit Economics

GPT-5.6 Luna dropped automated code review costs 5x overnight. Sol, Terra, Luna pricing explained, and why CodeAnt's unit economics just improved without us doing anything.

AI Pentesting

Black Box vs White Box vs Gray Box Penetration Testing

Not all pentests are equal. Learn what black, white, and gray box testing really do, where each fails, and how to choose correctly.

AI Pentesting

How AI Penetration Testing Works For Data Leaks

A technical walkthrough of an autonomous AI pentest pipeline that performs recon, source review, exploitation, deep-dive extraction, reporting, and self-evaluation in 30 to 90 minutes.

AI Pentesting

Defensive and Offensive Security Platform | AI Pentesting with Code Intelligence

Most penetration tests fail because they don't know your code. CodeAnt AI combines AI SAST, black box, white box, and grey box penetration testing on one intelligence layer. Every line reviewed. Every endpoint tested.

AI Code Review

Mini Shai-Hulud Strikes Again

631 malicious npm versions. 22 minutes. 16M weekly downloads at risk. Here's how TeamPCP's Mini Shai-Hulud worm compromised @antv, echarts-for-react, and timeago.js — and exactly what to do if you're affected.

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