5 min read
The Pull Request Can Now Rewrite Its Own AI Reviewer
Why pull-request-controlled AI review instructions collapse a trust boundary, and how teams can restore it without giving up useful repository context.
Blog posts tagged
SECURITY Page 1
11 min read
When AI Model Releases Become Government Decisions
An opinion piece on the US government gating frontier AI releases, the security argument, and the commercial cost of slowing models down.
3 min read
We Had This Argument in 1995: Restricting Cybersecurity AI Is a Losing Game
Gated cyber models may buy defenders time, but history suggests the advantage will not last.
6 min read
We Gave AI the Keys to Production. Now What?
AI coding tools and autonomous agents are shipping faster than the guardrails meant to govern them. Here is where the risks are and what thoughtful adoption looks like.
3 min read
Use a Public SSH Server as a SOCKS Proxy on macOS
Create a secure, temporary SOCKS proxy from your Mac with SSH dynamic port forwarding and simple start/stop commands.
4 min read
The Most Common Secret-Leaking Patterns I Still See in 2026
The repeat mistakes that still leak API keys, tokens, and credentials into Git and logs, plus practical fixes.
5 min read
Add a Local Gitleaks Pre-Commit Hook (No Frameworks)
Use a simple .git/hooks/pre-commit script to block secrets before they land in history.
4 min read
AI Coding Assistants: Amplifier or Liability?
Exploring the dual nature of AI code assistants, their benefits, risks, and how to use them responsibly.