Fighting Spam at Scale: How DEV Uses Gemini (and What You Can Copy)
DEV cut spam by combining classic rules with Gemini 3. Here’s the architecture, prompts, false-positive safeguards, and a practical blueprint you can apply to your own community.
Raw notes on AI in production, real agentic systems, and what actually works for the startups we work with.
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DEV cut spam by combining classic rules with Gemini 3. Here’s the architecture, prompts, false-positive safeguards, and a practical blueprint you can apply to your own community.
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