◉GEMINI LABJP
●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms●ROBOTICS — The ER 1.6 preview that shut down on August 31 does have a successor. Gemini Robotics ER 2 is in public preview, in both standard and streaming variants●VIDEO — ER 2 judges success and failure from live video rather than still snapshots, which is what lets it catch spills, slips, and misalignments while a task is still running●DEADLINE — Next up is September 30, when gemini-omni-flash-preview is retired. The target is gemini-omni-1.1-flash, GA since August 27, and there are now under four weeks left●APIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service account●PRICE — Gemini 3.7 Flash keeps its introductory $0.75/$3.75 per 1M through December 31, then moves to $1.50/$7.50 on January 1, 2027. Any estimate crossing the year needs both figures●AUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 terms
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◧ Workspace/2026-05-27Intermediate

Replying to 11 Languages of Google Play Reviews With Gemini Without Sounding Like a Bot

After two major Android updates, I had to clear a backlog of unanswered Google Play reviews in Japanese, English, Traditional Chinese, Korean, Thai, Italian, Russian, Persian, Ukrainian, and Polish. This is the operations design I settled on for using Gemini as a translation and vocabulary partner without losing the human temperature.

◈ Gemini API/2026-05-23Intermediate

Six Weeks of Running an App Store vs. Google Play Review Diff with Gemini

A six-week record of using the Gemini API to classify App Store and Google Play reviews in parallel and surface platform-specific priority items. Notes from running this on an indie wallpaper app with 50M+ cumulative downloads, including the three platform gaps that actually showed up and the monthly cost.

◈ Gemini API/2026-05-16Intermediate

Automating App Store and Google Play Review Replies with Gemini API — The 8-Second Rule I Discovered the Hard Way

A practical implementation record of automating multilingual app review replies using Gemini API, based on managing apps with 50M+ cumulative downloads. Covers the undocumented 8-second wait rule that Apple's API silently enforces.