◉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 Advanced/2026-06-27Advanced

Don't Ingest Gemini Deep Research Reports Blindly — A Citation-Verification Acceptance Gate for MCP-Grounded Research

Now that Deep Research connects to MCP servers and File Search, you can ground research on your own data. This builds an acceptance gate that verifies, before any automated ingest, whether each citation resolves to a trusted source — with an allowlist, a grounding-coverage ratio, and categorized reject reasons, all in working code.

◧ Workspace/2026-05-24Advanced

The Day @Canva Moved In With Gemini — A One-Week Field Note on Designing Through Conversation via the MCP Connector

A week of running Gemini's @Canva connector in production. Includes the prompt builder that stops Brand Kit references from going missing, a work-log script that replaces 'it feels faster' with medians, and a colour-difference audit that moves the weekly brand check off human eyes.

⟐ Gemini Dev/2026-05-04Intermediate

Gemini CLI with MCP Servers: A from File I/O to Database Queries

Learn how to connect MCP servers to Gemini CLI for hands-on file operations and database integration. Covers GEMINI.md configuration, filesystem, SQLite, and GitHub MCP with working examples.

◈ Gemini API/2026-04-10Advanced

Google AI Studio × Gemini API Production Guide — Reduce Input Costs by 90%

Master Gemini API and Google AI Studio. Complete production guide: Gemini 3/3.1 Pro, Context Caching, Batch Mode, MCP, Vertex AI integration, and cost optimization.

⟐ Gemini Dev/2026-03-31Advanced

Building Custom MCP Servers for Gemini API — Extending AI Agents with TypeScript

Learn how to build custom Model Context Protocol (MCP) servers in TypeScript and integrate them with Gemini API. Covers architecture, authentication, error handling, and production deployment patterns.

⟐ Gemini Dev/2026-03-11Advanced

Wiring Gemini CLI into Your Shell and CI — Headless Runs and Session Resume

Move past interactive use of Gemini CLI: headless runs, JSON output, session resume, approval modes, and MCP. Includes the five ways headless runs break and a measured pro/flash comparison.