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Explore our collection of in-depth articles on AI-powered security, penetration testing, and real-world vulnerability discoveries.

Fix Verification
Exploit Replay
SSRF

FEATURED

One-Click Fix Verification

How long a developer waits to find out whether their patch actually worked directly determines how long their software stays vulnerable. Shinobi shrinks that window to a single click.

Varun Uppal

Varun Uppal

7 min read

Zendesk
Misconfiguration

Zendesk Chat Attachments: An Insecure Default Worth Checking

While working with a client, we discovered that Zendesk's chat widget allows unauthenticated access to file attachments by default. Here's what we found and how to fix it.

David Mound

David Mound

12 min read

Vulnerability Chaining
Post-Exploitation

Introducing Aggressor Mode

Finding vulnerabilities doesn't make systems secure — showing their impact does. Aggressor Mode transforms Shinobi into an unrelenting adversary that chains vulnerabilities and demonstrates maximum realistic impact.

Varun Uppal

Varun Uppal

10 min read

More Articles
Business Logic
Vulnerability Chaining
Chaining Five Business Logic Flaws to Steal $999,999

How an AI Pentester Found What Scanners Can't ... and most humans would miss

David Mound

David Mound

14 min read

DAST
Application Security
Rethinking Application Security Testing: From DAST Scanners to AI-Powered Pentesting

DAST scanners were built to scale vulnerability detection, not adversarial reasoning. This post explores how AI-powered pentesting changes application security testing by focusing on real-world attack paths and risk.

Varun Uppal

Varun Uppal

4 min read

LLM Security
Prompt Injection
Leaking OpenAI's Hidden GPT-5 System Prompt via Context Poisoning

A post-mortem on a critical vulnerability where a "smarter" reasoning model was tricked by a fundamental architectural flaw. What is "Juice: 64"?

Abhishek Gehlot

Abhishek Gehlot

12 min read

Mobile Security
Automation
Meet the world's first AI-powered mobile app pentester

Shinobi can now pentest mobile apps with same skills and precision of traditional pentesting... but does it faster and continuously

Varun Uppal

Varun Uppal

6 min read

IDOR
Privilege Escalation
One Parameter to Rule Them All: How a User Flaw Unlocked an Admin Fortress

How Shinobi exploited a single vulnerable parameter in an EV charging platform to cross security boundaries and gain full administrative access.

Abhishek Gehlot

Abhishek Gehlot

9 min read

Authorization
IDOR
The Ghost in the API: How Shinobi Turned a Single Flaw into Super Admin Access

A journey through an IoT platform where learning from rejection led to uncovering a complete authorization breakdown and a hidden Super Admin account.

Abhishek Gehlot

Abhishek Gehlot

10 min read

IDOR
Data Privacy
More Than an Invoice: How Shinobi Averted a Child Safety Crisis

How an AI pentester turned a routine test on a holiday camp booking app into the prevention of a serious child safety and data privacy incident by uncovering a critical IDOR vulnerability.

Abhishek Gehlot

Abhishek Gehlot

8 min read

SAST
DAST
AI Pentesting VS AI Code Scanning

A bakeoff between a next-gen pentester and code scanner reveals why testing live applications still uncovers vulnerabilities that code scanning alone can't catch.

Varun Uppal

Varun Uppal

6 min read

Logic Flaws
Business Logic
Using AI to find logic flaws

How an AI Agent discovered a business logic flaw in a Popular Web Application by thinking creatively and connecting the dots like a human pentester.

Abhishek Gehlot

Abhishek Gehlot

10 min read