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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Localization

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Gemini API5gemini-api3gemini-flash2indie-dev2aso2iOS2App Store2multilingual2indie development1structured output1quality checks1Gemini1
Gemini Dev/2026-08-24Beginner

Gemini quietly drops %1$s from translations, and no reviewer catches it

Format specifiers go missing, turn full-width, or get duplicated when Gemini translates app strings. Here are the four failure modes I keep seeing in production, how to stop them at generation time, and a short check that catches the rest.

Workspace/2026-07-12Intermediate

Fill with Gemini Now Speaks 28 Languages — Localize Your App Store Copy in One Sheet

Fill with Gemini in Google Sheets expanded to 28 languages. Here is a practical workflow for localizing app store metadata as a solo developer, plus the review habits that keep machine translation from going live unchecked.

Gemini API/2026-06-01Intermediate

Mixing Gemini 2.5 Flash and Flash-Lite for App Store Localization

An operations log from running the same wallpaper-app store copy through both Gemini 2.5 Flash and Flash-Lite. Real cost gaps, where the lighter model breaks down, and how I now route by text type and locale.

Gemini API/2026-05-31Intermediate

Localizing App Store Keyword Fields with Gemini 2.5 Flash — A Month of Notes Across 40 Apps

Operational notes from a month of using Gemini 2.5 Flash to draft the 100-character App Store keyword field across 40 wallpaper apps and several locales — CJK character counting, deduping against the title, prohibited terms, per-locale quirks, and what actually moved the needle.

Gemini API/2026-05-25Advanced

Automating App Localization QA with the Gemini API: A Structured-Output Pipeline That Catches Translation Drift Early

Lessons from running 14-language localization across a 50M-download personal app portfolio, distilled into a production-ready Gemini 2.5 Pro structured-output evaluation pipeline that catches translation drift before users do.

Gemini API/2026-05-17Intermediate

Auto-Generating App Metadata in 30 Languages with Gemini API — Lessons from Beautiful HD Wallpapers

How I used Gemini API to auto-generate App Store and Google Play metadata in 30 languages for a 50M+ download wallpaper app. Covers prompt design, character limit handling, and real results from 3 months of production use.

Gemini API/2026-04-29Intermediate

Gemini API Best Temperature for Translation Tasks — Optimal Values by Use Case

Tested temperature values for Gemini API translation, plus what comes after picking a number: a profile registry resolved from string keys, a CI check for unassigned strings, a back-translation gate, and display-width budgets that keep translations inside your buttons.

Gemini API/2026-03-29Intermediate

Automating Multilingual Translation and Localization with Gemini API

Learn how to automate multilingual translation and app localization using Gemini API. Covers Python implementation, glossary management, batch processing, and quality checks.

Gemini API/2026-03-22Intermediate

Automating Screenshot Localization with the Gemini API

Learn how to leverage Gemini API's multimodal capabilities to automatically localize app store screenshots across multiple languages