GEMINI LABJP
SUNSET — Three days until the image models shut down: Imagen 4 and the Gemini 3 Image family stop on August 17MIGRATE — gemini-3.1-flash-image is the recommended target; calls to generate_images() fail hard after the cutoff, so there is no grace periodFLASH — Gemini 3.6 Flash is generally available, with better token efficiency and stronger code and agentic planning at a lower price than 3.5 FlashLITE — Gemini 3.5 Flash-Lite also reached GA as a low-latency, cost-conscious subagent option aimed at high-volume automationPARAMS — The sampling parameters temperature, top_p, and top_k are now deprecated, so existing calls are worth revisitingROBOTICS — gemini-robotics-er-1.6-preview shuts down on August 31, so this is the window to plan the migrationSUNSET — Three days until the image models shut down: Imagen 4 and the Gemini 3 Image family stop on August 17MIGRATE — gemini-3.1-flash-image is the recommended target; calls to generate_images() fail hard after the cutoff, so there is no grace periodFLASH — Gemini 3.6 Flash is generally available, with better token efficiency and stronger code and agentic planning at a lower price than 3.5 FlashLITE — Gemini 3.5 Flash-Lite also reached GA as a low-latency, cost-conscious subagent option aimed at high-volume automationPARAMS — The sampling parameters temperature, top_p, and top_k are now deprecated, so existing calls are worth revisitingROBOTICS — gemini-robotics-er-1.6-preview shuts down on August 31, so this is the window to plan the migration
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Gemini Dev/2026-06-30Advanced

Tracing Which Prompt Revision Moved Your Quality — Prompt Versioning for a Gemini Pipeline

Editing prompts in place erases the trail: when quality shifts you can't tell whether the model moved or your wording did. Here's a small system that pins prompts by content hash, stamps every generation with the model ID and revision, and bisects a quality drop down to the exact revision boundary, with copy-paste Python.