GEMINI LABJP
SUNSET — Four days until the image models shut down: Imagen 4 and the Gemini 3 Image family stop on August 17, so line up your replacements nowFLASH — 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 automationOMNI — Gemini Omni Flash, a new video model, is now reachable from the Gemini app, Flow, AI Studio, and the Gemini APILOGS — Developer logs now cover the Interactions API, with supported calls visible in the AI Studio dashboardROBOTICS — gemini-robotics-er-1.6-preview shuts down on August 31, so this is the window to plan the migrationSUNSET — Four days until the image models shut down: Imagen 4 and the Gemini 3 Image family stop on August 17, so line up your replacements nowFLASH — 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 automationOMNI — Gemini Omni Flash, a new video model, is now reachable from the Gemini app, Flow, AI Studio, and the Gemini APILOGS — Developer logs now cover the Interactions API, with supported calls visible in the AI Studio dashboardROBOTICS — 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 Advanced/2026-06-18Advanced

Restarting a Long Agent Run From Where It Broke — A Step-Ledger Design for Gemini 3.5 Flash Long-Horizon Tasks

Gemini 3.5 Flash is good at long-horizon tasks, but when a 40-step run dies on step 29, you usually start over. An append-only step ledger gives you resume, idempotency, and audit in one place. Here is the design with working Python and measured results.