CodeRiskTools Blog
Practical risk controls for AI-assisted development
Guides, checklists, and alerts for reviewing AI-generated code, tightening CI gates, preventing secret leaks, and shipping safer WordPress/Gumroad product launches.
Latest CodeRiskTools posts
Seven current engineering playbooks per page, updated automatically after publication.

TrapDoor Supply Chain Attack: How Malicious .cursorrules and CLAUDE.md Target AI Coding Tools
In May 2026, security researchers uncovered TrapDoor, a sophisticated supply chain campaign that injected malicious .cursorrules and CLAUDE.md files into over 35,000 GitHub repositories.…

SBOM Audit for AI-Generated Code: Why Dependency Scanning Isn’t Enough
When your AI coding assistant pulls in a package, who checks whether that package is safe? Most teams assume their existing dependency scanner catches…

CISA Flags Actively Exploited SharePoint RCE (CVE-2026-45659): What Organizations Need to Know Now
CISA added CVE-2026-45659 to its Known Exploited Vulnerabilities catalog on July 1, 2026, confirming that a high-severity remote code execution flaw in Microsoft SharePoint…

Safe Merge Workflow for AI-Generated Code: From Review to Production
AI coding tools like GitHub Copilot, Cursor, and Claude Code can generate code in seconds. But merging that code into production without a structured…

Pre-Commit Checks for AI-Generated Code: What to Run Before Every Commit
Pre-Commit Checks for AI-Generated Code: What to Run Before Every Commit AI coding assistants like Copilot, Cursor, and Claude generate code fast — but…

Validating AI Code Suggestions Before Accepting Them: A Developer Safety Checklist
AI coding assistants like GitHub Copilot, Cursor, and Claude Code generate millions of suggestions every day. But not every suggestion deserves a place in…

CodeQL Path Injection Alert: How to Diagnose and Fix It Safely
CodeQL Path Injection Alert: How to Diagnose and Fix It Safely GitHub CodeQL flags path injection alerts when your code constructs file paths from…
Browse by risk area
Choose the workflow you are trying to improve.
AI code review
CI gates and security
Launch QA and products
- Product catalog
- Compare CodeRiskTools
- Developer Safety Kit withdrawn from public sale; existing buyer access retained.
Use the tools behind the posts
Turn blog guidance into repeatable checks with CodeRiskTools product kits.
CodeRiskTools content is practical engineering guidance, not a guarantee of security, compliance, revenue, or production readiness. Validate every checklist in your own repository, stack, CI system, and release process.