Cyber research

Research notes.

Authorized security work, labs, and disclosure-safe writing.

Boundary

Authorized, legal, disclosure-safe.

No exploit details that create unnecessary harm.

Topics

Short list.

Web application security API security AI security Access control Responsible disclosure Defensive automation

Format

What a note includes.

Scope

Where testing was allowed.

Finding

What mattered and why.

Fix

How to reduce the risk.