Question 1

What is vibe coding security and why is it important?

Accepted Answer

Vibe coding security refers to auditing and securing software written with AI assistants such as Cursor, Claude Code, GitHub Copilot, or Windsurf. Because AI agents often generate code with hardcoded credentials, permissive wildcard CORS policies, or unvalidated user inputs, ShipSafe acts as a pre-flight security gatekeeper to detect and fix vulnerabilities before code reaches production.

Question 2

How does ShipSafe prevent leaked API keys before deployment?

Accepted Answer

ShipSafe inspects files in your uploaded ZIP archive or public GitHub repository using high-precision credential detection rules. It flags Stripe live keys, AWS access keys, private certificates, database connection strings, and tokens, while safely masking them (4 characters + ****) so sensitive secrets are never exposed in reports.

Question 3

Does ShipSafe execute or run uploaded codebase files?

Accepted Answer

No. ShipSafe enforces a strict zero-execution policy. Code is never built, compiled, or executed. ZIP archives are decompressed inside an isolated sandbox with zip-slip and bomb protection, statically inspected, and wiped immediately upon audit completion.

Question 4

How do I fix security findings with Cursor, Claude Code, or GitHub Copilot?

Accepted Answer

For every finding detected, ShipSafe provides an automated remediation prompt customized for your coding agent (Cursor, Claude Code, GitHub Copilot, Windsurf, or Generic). Simply copy the prompt with one click and paste it into your AI coding tool to apply verified fixes.