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●FLASH GA — Gemini 3.5 Flash is now generally available, billed as the most intelligent model for sustained frontier performance on agentic and coding tasks●TOGGLE — From Jun 16 the Gemini 3.5 Flash feature toggle is removed in the Global, US, and EU multi-regions, so check any configs that depend on it●AGENTS — Managed Agents launched in public preview, letting developers build and deploy autonomous, stateful agents inside Google-hosted isolated Linux sandboxes●IMAGE — The image preview models gemini-3.1-flash-image-preview and gemini-3-pro-image-preview shut down Jun 25; migrate to their successors●SEARCH — File Search now supports multimodal search, natively embedding and searching images via the gemini-embedding-2 model●CLI — Gemini CLI and Code Assist end individual access on Jun 18; free users and AI Pro/Ultra subscribers are directed to the Antigravity CLI●FLASH GA — Gemini 3.5 Flash is now generally available, billed as the most intelligent model for sustained frontier performance on agentic and coding tasks●TOGGLE — From Jun 16 the Gemini 3.5 Flash feature toggle is removed in the Global, US, and EU multi-regions, so check any configs that depend on it●AGENTS — Managed Agents launched in public preview, letting developers build and deploy autonomous, stateful agents inside Google-hosted isolated Linux sandboxes●IMAGE — The image preview models gemini-3.1-flash-image-preview and gemini-3-pro-image-preview shut down Jun 25; migrate to their successors●SEARCH — File Search now supports multimodal search, natively embedding and searching images via the gemini-embedding-2 model●CLI — Gemini CLI and Code Assist end individual access on Jun 18; free users and AI Pro/Ultra subscribers are directed to the Antigravity CLI
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Quality Gate

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Gemini API1Deep Think1Flash1Cost Optimization1
◈ Gemini API/2026-06-14Intermediate

Generate With Flash, Escalate to Deep Think Only When Unsure: A Two-Stage Pipeline

With Deep Think opening up on the API, the move is not to route every request through the heavy model but to have Deep Think verify only when Flash's output looks shaky. Here is the cost reasoning and working code.