- Entries
- 02 published
- Updated
- May 2026
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Gemma vs Claude for SEO Scoring: What the 26-Point Gap Reveals
Same posts, same prompt, two AI models, a 26-point gap. I built dual AI scoring into Cerebro to compare Gemma 4 and Claude Haiku side by side, and the disagreement says more about modern SEO than most checklists do.
Stopping Claude Code From Leaking Secrets
Claude Code leaked a real token fragment into my chat session during a routine operation. After two incidents and a painful key-rotation cycle, I built a two-hook safety layer so Bash output gets redacted before the model sees it.