◉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 2.5 Flash

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◈ Gemini API/2026-05-27Intermediate

Two Months of Letting Gemini Audit My Internal Links

An implementation note from running internal link integrity checks on my four Lab sites with Gemini 2.5 Flash for two months. What grep missed, how Flash compared to Pro on this task, and the surprises along the way.

◈ Gemini API/2026-05-06Intermediate

One Month with Gemini 2.5 Flash: An Indie Developer's Honest Cost and Performance Report

Real cost, speed, and quality data from running Gemini 2.5 Flash across three indie apps for a full month. Includes free-tier usage patterns, Flash vs Pro decision criteria, and cost-minimizing Python code.

⬡ Gemini Advanced/2026-05-05Advanced

Putting Gemini 2.5 Flash Thinking Mode to Work: Reading the Cost-Accuracy-Speed Tradeoff

After three months of testing Gemini 2.5 Flash's Thinking Mode on real projects, here's what actually works: which tasks benefit, which tasks waste budget, and how to build a cost-aware switching layer.

⬡ Gemini Advanced/2026-04-07Advanced

Gemini 2.5 Flash Thinking — Integrating Thought Traces and Advanced Reasoning into Production Systems

A complete guide to using Gemini 2.5 Flash Thinking's thought trace API in production. Covers thinking budget control, streaming thought display, multi-turn reasoning chains, cost optimization, and robust fallback strategies.

◉ Gemini Basics/2026-03-11Beginner

Gemini 2.5 Pro vs 2.5 Flash — Model Selection Guide by Use Case

Compare Gemini 2.5 Pro and Flash models. Explore performance, speed, cost, context windows, and practical use cases.