Security Audit System

Publishing developer content carries a hidden risk: accidentally leaking secrets, credentials, or confidential code. Our new security audit system catches these issues before they reach your audience.

How It Works

Every AI-generated post is automatically scanned against a set of security rules before publishing. If a violation is detected, the post is flagged for your review instead of going live.

What Gets Checked

The audit inspects your content for:

• Exposed credentials such as API keys, tokens, and passwords
• Internal URLs or endpoints not meant for public access
• Confidential source code with proprietary business logic
• Personal information like email addresses, phone numbers, or physical addresses
• Database connection strings or environment variable secrets

Customizable Rules

Every team has different security needs. From your admin panel, you can:

• Add custom rules specific to your organization
• Reorder rules by priority
• Enable or disable individual rules
• Review per-rule results for each audited post

Each audit produces a detailed checklist showing which rules passed and which flagged concerns, so you always know exactly what was found.

Bulk Auditing

Already have published posts? Use the bulk audit action to scan multiple posts at once. Select the posts you want to review, run the audit, and get results for each one.

Safe Mode

When generating posts, you can enable Safe Mode to apply extra anonymization:

• File paths and project names are generalized
• Code namespaces are sanitized
• Diff content is summarized instead of shown verbatim

This adds an extra layer of protection when working with sensitive repositories.

No False Positives

We invested significant effort reducing false positives. The audit correctly ignores:

• Placeholder URLs used in code examples
• Generic function names in illustrative snippets
• Reserved example domains like example.com

Your legitimate content passes through cleanly while real risks are caught.

Always On

The audit runs automatically during post generation, auto-sync, and manual publishing. You do not need to configure anything to get started — the default rules are ready out of the box.

Security should be invisible until it matters. That is exactly how our audit system works.