Vertex AI vs Gemini API: When to Graduate
Same Gemini models, two very different doors. A practical guide to what actually changes on Vertex AI (auth, quotas, governance) and a checklist for knowing when the move is worth it.
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Same Gemini models, two very different doors. A practical guide to what actually changes on Vertex AI (auth, quotas, governance) and a checklist for knowing when the move is worth it.
Most model-choice advice is vibes. Here's a decision framework for Flash vs Pro in content workloads, plus a benchmark harness you can run against your own pipeline in an afternoon.
A complete, working WordPress plugin that uses Gemini's multimodal vision to generate image alt text on upload, with proper security, caching, graceful degradation, and WordPress.org-review-friendly architecture.
WordPress 7.0 bundles the PHP AI Client and the Abilities API directly in core. Here's the real API surface (wp_supports_ai(), wp_ai_client_prompt(), the PromptBuilder) and what it means for how you should build AI features now.
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