◉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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gemini-api3python3production2indie-dev2async1multilingual1app-store1python-sdk1high-throughput1batch-processing1
◈ Gemini API/2026-05-18Advanced

Gemini API asyncio Patterns for Production: How I Cut Processing Time by 80% in My Indie App Backend

A hands-on report on integrating Gemini API asyncio into a production backend. Covers Semaphore-based rate limiting, exponential backoff, and partial failure handling from real experience building a 50M+ download wallpaper app.

◈ Gemini API/2026-05-15Intermediate

Making Gemini API 12x Faster with asyncio: Lessons from Multilingual App Store Generation

How parallelizing Gemini API calls with asyncio cut multilingual App Store description generation from 13 minutes to 65 seconds — including Semaphore-based rate limit handling and what changed when moving from google-generativeai to google-genai.

◈ Gemini API/2026-04-09Advanced

Gemini 2.5 Pro & Python Async Mastery: Building High-Throughput Production API Systems

Master asyncio, parallel batch processing, and rate limit management to unlock Gemini 2.5 Pro's full potential. From async clients to streaming, checkpointing, and production observability — all with working code.