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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prompt engineering

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Gemini API4Gemini Gems3custom instructions3Custom Instructions2Translation2Temperature2Prompt Products1Enterprise1B2B1Monetization1SaaS1Indie Developer1
Gemini Basics/2026-07-01Advanced

Selling Gemini Gems as Enterprise Prompt Products — Turning Custom Instructions into Monthly Contracts

A complete strategy for indie developers and small studios who want to package and sell Gemini Gems as enterprise prompt products. Covers design framework, pricing, contract models, support operations, and customer success case studies — written from real operating experience.

Gemini API/2026-05-21Advanced

Designing a Continuous Quality Monitoring Pipeline for the Gemini API

A practical, indie-developer-friendly design for a Gemini API evaluation pipeline that catches silent quality regressions using a Golden Dataset and a multi-aspect LLM-as-Judge, with full code and real cost numbers.

Gemini Advanced/2026-05-05Intermediate

Gemma 4 × OpenCode Advanced Guide: Building a Production-Ready Local AI Dev Environment

Move beyond 'it works' with Gemma 4 and OpenCode. A deep guide to model selection, context management, prompt design, and hybrid cloud-local workflows for real-world development.

Gemini Advanced/2026-05-04Advanced

Gemini 3.x Prompt Engineering Complete Masterclass — System Instructions, Few-shot, CoT, ReAct & Self-Evaluation Loops with Working Code

A deep-dive masterclass on prompt engineering optimized for Gemini 3.x models. Learn System Instructions design, Few-shot selection strategies, CoT + Thinking Budget integration, ReAct patterns, and Critic-Refiner loops — all with production-ready Python code and before/after comparisons.

Gemini Basics/2026-05-04Advanced

Mastering Gemini Gems: Custom Instructions Playbook With 25 Production Recipes

Gemini Gems coverage tends to stop at the surface — how to create one. This playbook goes further: the prompt-engineering principles behind effective Gems, plus 25 copy-paste-ready Gem recipes for developers, content creators, and indie founders.

Gemini Advanced/2026-05-03Intermediate

Gemini Gems Development Workflow: Design, Test, and Iterate to Build High-Quality Custom AI

Move beyond 'custom instructions that sort of work' with a structured Gemini Gems development workflow. Learn how to design, test, and systematically improve your Gems using a repeatable design-test-iterate cycle.

Gemini Basics/2026-05-02Intermediate

Gemini Gems Custom Instructions 2026 — From Design Philosophy to 10 Ready-to-Use Templates

A thorough guide to designing custom instructions for Google Gemini Gems — covering design principles, character limits, 10 production-ready templates, and operational pitfalls.

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 Basics/2026-04-27Intermediate

Mastering Custom Instructions in Gemini Gems — What Actually Works After Two Months of Testing

Custom instructions in Gemini Gems can swing response quality wildly. After running half a dozen Gems for two months, here's what actually moves the needle — and what wastes characters.

Gemini API/2026-04-26Intermediate

Gemini API Temperature Best Practices by Task — Translation, Summarization, Code, Chat, and More

The `temperature` parameter is one of the highest-leverage knobs in the Gemini API, yet most implementations ship with the default. This guide walks through the value I actually use for each task type — translation, summarization, code generation, chat, classification — and explains why.