GEMINI LABJP
FLASH — Gemini 3.6 Flash and Gemini 3.5 Flash-Lite shipped on July 21, adding faster options for latency-sensitive workNANO — Nano Banana 2 Lite (gemini-3.1-flash-lite-image) reached GA as the fastest, most cost-efficient image model in the familyOMNI — Gemini Omni Flash is in public preview, generating 720p, 3-10s clips from text and supporting conversational video editingLOGS — Developer logs for the Interactions API arrived July 6, viewable right in the AI Studio dashboardSSRF — A fix landed for an SSRF flaw in Agent Studio's auto-generated /api-proxy; apps built before July 1 should be regenerated and redeployedSTILL — Omni Flash can also animate still images, turning a source picture into a short clip in secondsFLASH — Gemini 3.6 Flash and Gemini 3.5 Flash-Lite shipped on July 21, adding faster options for latency-sensitive workNANO — Nano Banana 2 Lite (gemini-3.1-flash-lite-image) reached GA as the fastest, most cost-efficient image model in the familyOMNI — Gemini Omni Flash is in public preview, generating 720p, 3-10s clips from text and supporting conversational video editingLOGS — Developer logs for the Interactions API arrived July 6, viewable right in the AI Studio dashboardSSRF — A fix landed for an SSRF flaw in Agent Studio's auto-generated /api-proxy; apps built before July 1 should be regenerated and redeployedSTILL — Omni Flash can also animate still images, turning a source picture into a short clip in seconds
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Gemini Dev/2026-07-25Advanced

The Day I Stopped Tracking gemini-flash-latest: Batch Design That Survives Silent Model Swaps

A silent model swap pushed my batch rejection rate from 2.1% to 9.8% overnight. The pinning-plus-canary design I moved to, with the harness and numbers.