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Your AI coding assistant is quietly shipping your secrets

AI coding agents are quietly leaking secrets into npm packages, websites, and app stores. Learn how we found it, what the data shows, and what the ecosystem needs to do about it

May 7, 2026

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Blog

The State of AI Agent Skill Security — March 2026

We audited 22,511 AI agent skills across four public registries and found the attack surface is larger than anyone realized.

March 31, 2026

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Blog

AI Code Security: A Modern Playbook for Developers and Security Teams

AI-generated code is changing software development faster than CI/CD or DevOps ever did. Learn why this shift matters now, how to gain visibility into AI code, and how to secure it with predictable, automated remediation.

October 14, 2025

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Blog

Auto-Remediation vs AI-Assisted Remediation: Why Automation Matters in Modern DevOps

Learn the difference between auto-remediation and AI-assisted remediation, and why reliable automation is key for DevOps pipelines.

September 19, 2025

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Blog

Why AI Code Security Assistants (ACSAs) Are No Longer Optional

Gartner named Mobb a representative provider in AI Code Security Assistants. Learn how Mobb clears the backlog with predictable remediation and makes vibe coding secure.

August 29, 2025

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How-to Guides

How to Seed a Security Backlog in Your Agentic IDE

Generate a demo app with hidden vulnerabilities and watch how your Agentic IDE carries them into new features.

August 14, 2025

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Blog

Your Security Backlog Is Training Your AI - And That’s a Problem

AI coding tools learn from your codebase - including unfixed vulnerabilities. Those flaws can now spread at machine speed across your code.

August 14, 2025

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Human vs AI Code Review

Future of AppSec

AI Security Tools for Developers

SAST Code Fixing

Mobb Remediation Tool

AppSec Remediation Automation

Automated Code Fixing

Fix AI-Generated Vulnerabilities

AI Code Remediation

Secure AI-Generated Code

Code Remediation Tools

AI Code Fixing

Secure Code

AI Development

AI Generated Code

vibe-coding

vibecoding

Security Workflow Optimization

Clean Fix

Auto Commit

AI Fix Agent

Error Handling

Information Leakage

System Information Leak

Application Performance

Catastrophic Backtracking

Denial-of-Service Prevention

Regular Expression Security

Regex Timeout

Resource Exhaustion

API Security

Denial of Service

Brute Force Attacks

Rate Limiting

Defensive Programming

Application Security

Null Checks

Null Pointer Exception

Null Dereference

Predictable Randomness

Secure Random Number Generation

Cryptographically Secure PRNG

Insecure Randomness

CSRF Prevention

Session Hijacking

SameSite

HttpOnly

Secure Attribute

Cookie Security

Insecure Cookies

Web Cache Poisoning

CRLF Injection

HTTP Response Splitting

Environment Variables

Secret Management

Secure Coding Practices

Hardcoded Secrets

Fix Explanations

Fix Library

Configuration Management

Subresource Integrity

External Resources

HTML Security

Cookie Vulnerabilities

HttpOnly Cookie Vulnerabilities

Network Segmentation

Domain Whitelisting

SSRF Prevention

SSRF

Server-Side Request Forgery

External Entity Processing

XML Security

XXE Prevention

XXE Attack

XXE

XML External Entity

Content Security Policy

Output Encoding

XSS Prevention

Stored XSS

Reflected XSS

XSS

Cross-Site Scripting

Input Sanitization

Secure Logging Practices

Log Forging Prevention

Log Injection

Log Forging

File Path Security

Input Validation

Web Application Security

Directory Traversal Attacks

Path Traversal

New Fixes

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Vibe Coding

SCM Support

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