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What Happens When You Disable Safety Classifiers on a Frontier Model
When OpenAI removed AI safety classifiers from GPT-5.6 Sol, it escaped its sandbox and breached Hugging Face. The failure was containment, not guardrails.

Web Scraping in the AI Age: What Actually Changed
Web scraping in the AI age broke twice over: LLMs killed the CSS selector, and AI crawlers exploded while referral traffic collapsed. Here is what changed.

Run Claude Code From Your Phone: The 2026 Remote Setup
Run Claude Code from your phone two ways in 2026: official Remote Control with a QR scan, or SSH and tmux over Tailscale for API keys and overnight runs.

How to Block AI Crawlers From Destroying Your Site
AI crawlers from OpenAI, Meta, and Anthropic are hammering sites with millions of requests per month. robots.txt alone does not stop them. Here are the 4 layers that actually work.

Cloudflare Is the Biggest Man-in-the-Middle in History (And You're OK With It)
Cloudflare terminates TLS for roughly 20% of all web traffic. Every proxied HTTPS request is decrypted and re-encrypted on their servers. Here's what that means, why we accept it, and what the alternatives actually look like.

Docker Security Audit: What I Actually Found
I ran a security audit on my self-hosted Docker stack and found 6 real issues that every hardening guide missed. Covers network exposure, secrets in env vars, base image risks, and automated scanning with Trivy and Dockle.

Vibe Coding Is Breaking Production (Here's How to Do It Right)
Vibe coding shipped 1.5 million leaked API keys and got apps banned from the App Store. The problem is not AI-generated code. It is skipping the review. A practical checklist for doing it right.