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TechnologyDev.to2h ago

Why I Built a Security Scanner That Never Touches the Target

A client asked me to build a "quick security check" tool for their agency's lead generation funnel, the kind where a visitor types in a domain and gets a security score back. Simple enough in concept. Then I actually sat down to build it and ran straight into a legal wall I hadn't fully thought...

TechnologyDev.to2h ago

The Biggest Flaw in My AI Evaluation Wasn't the Models. It Was My Scorecard.

I recently ran a small evaluation to compare three AI coding assistants. The task sounded straightforward: give each model the same engineering artifact, ask it to review the work, then score the results against a checklist I had prepared beforehand. I expected to learn which model was the bett...