Security guides your team can ship this week

A practical guide to security tools AI startups should consider for code scanning, secrets, dependencies, web security, CI gates, and AI-assisted remediation.

Learn how AI development teams can build DevSecOps workflows with PR scanning, baseline-aware gates, AI remediation, patch previews, and reviewable fixes.

Understand the security risks of AI-generated code, including secrets, insecure auth, unsafe dependencies, injection risks, missing headers, and weak review workflows.

A Bolt.new security checklist for AI-built applications covering generated code review, secrets, auth, dependencies, headers, and CI remediation.

A practical Lovable security checklist for AI-built apps: authentication, database access, secrets, headers, API security, scans, and remediation.

Use this Windsurf security checklist to review AI-generated code, avoid secret leaks, validate auth, scan dependencies, and manage remediation safely.

A developer-friendly Claude Code security checklist covering prompts, secrets, generated code review, dependency risk, CI scanning, and safe remediation.