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 variantsVIDEO — 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 runningDEADLINE — 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 leftAPIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service accountPRICE — 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 figuresAUDIO — Gemini 3.5 Transcribe handles language detection across 85+ languages, speaker diarization, word-level timestamps, and custom vocabulary biasing of up to 1,000 termsROBOTICS — 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 variantsVIDEO — 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 runningDEADLINE — 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 leftAPIKEY — Every remaining standard API key, restricted ones included, stops working during September. The replacement is an auth key bound to a Google Cloud service accountPRICE — 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 figuresAUDIO — 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/2026-09-01Beginner

When a New Gemini Feature Hasn't Reached Your Workspace, Here's How to Tell Waiting From Broken

A step-by-step way to decide whether a missing Gemini feature in Google Workspace is still rolling out or actually misconfigured, using release tracks and rollout pace, plus a small Apps Script ledger that does the counting for you.

Workspace/2026-08-30Beginner

Before You Unshare a Drive File, There Is a Setting That Already Keeps Gemini Out

How far Gemini can read into your Drive is decided by your own access rights and by a file-level restriction, not by a Gemini setting. Here is the switch owners can flip without unsharing, plus what admins get with DLP for Gemini.

Gemini API/2026-08-29Intermediate

Should Omni Flash Hand You the 4K, or Should You Upscale at the Last Step?

In Gemini Omni Flash, 1080p and 4K are upscaled outputs. Here is how to pick the upscale point by working backwards from your delivery target, plus a script that checks whether the detail matches the nominal resolution.

Workspace/2026-08-27Intermediate

Meet Notes Now Covers In-Person Meetings. Decide Where They Land in Drive First

Google Meet note-taking can now start from the home screen and covers in-person meetings. Here is how to set up a single Drive intake folder before the docs scatter, and pull only the decisions into a ledger with Apps Script.

Workspace/2026-08-26Advanced

Sheets canvas Takes the Entry Point, Not the Execution Boundary

With Sheets canvas available, how much of your hand-built Apps Script can you actually retire? Sorting the answer by execution boundary, with the decision rules and a classifier script that does the inventory for you.

Gemini Advanced/2026-08-25Advanced

Rebuilding the CTR Denominator After AI Search Fans Out Your Queries

My top five queries by impressions all had zero clicks, and four of them were not phrases a person would type. Here is how I rebuilt the denominator and where I let Gemini make the call.

Gemini Advanced/2026-08-24Advanced

A Provenance Gate That Never Asks Gemini to Name the Country

How I rebuilt the pre-publish provenance check for a ukiyo-e wallpaper app, moving from asking the model to name a country to asking it only to list the marks physically present on the paper. Includes the working code, the decision table that lives on my side, and why an abstain path had to come before accuracy.

Gemini API/2026-08-23Intermediate

Moving app AI work from runtime calls to a pre-ship batch pass

Where you put a Gemini call decides whether your request count scales with users or with assets. Here is the decision rule I used to move classification into a pre-ship batch pass, plus a resumable implementation.

Gemini API/2026-08-22Intermediate

Once You Pass Twenty Mediation Groups, How Do You Find the Setting That Went Missing?

As ad mediation groups multiply, missing sources and type drift accumulate quietly. Here is the split I settled on: normalize the settings into one matrix, let code confirm the gaps, and send Gemini only the cells that need judgment.

Gemini Dev/2026-08-21Beginner

How Many Assistant-Dependent Lines Are Still in Your App?

On September 4th, Google Assistant on Android begins its replacement by Gemini. Here is how to grep your own project for every entry point an assistant can open, and how to turn that list into utterances you can actually test on a device.

Gemini Dev/2026-08-21Intermediate

Why My Length Limit Only Failed on the English Notifications, and the Width-Based Fit That Replaced It

I had Gemini write push notifications in Japanese and English, and only the English ones came out truncated on real devices. The culprit was measuring length in characters. Here are the measured widths and the post-generation fitting code that fixed it.

Updates/2026-08-18Advanced

The Assistant Switch Is One-Way, So the Baseline Has to Be Captured Now

From September 4, Google Assistant is replaced by Gemini, and a device that has switched cannot go back. Here is how I started recording voice-originated launches inside my own apps, and the assumption about splitting before and after by date that turned out to be wrong.