◉GEMINI LABJP
●NANOLITE — Nano Banana 2 Lite is here: Google's fastest and most cost-efficient Gemini Image model, made for running lightweight image generation cheaply●OMNIFLASH — Gemini Omni Flash is in public preview, a natively multimodal model that lets enterprises and developers build custom, dynamic video workflows●AGENTS — Managed Agents expand with background: true for async server-side runs and polling, remote MCP server integration, and refreshing credentials across interactions●MEMORY — The Memory Bank IngestEvents API is generally available, decoupling event ingestion from memory generation so you can stream content continuously●THROUGHPUT — Provisioned Throughput now lets you submit up to seven pending orders for the same model and region●DEPRECATE — Image generation models shut down on August 17, and the Grok 4.1 family on the Gemini Enterprise Agent Platform on August 20●NANOLITE — Nano Banana 2 Lite is here: Google's fastest and most cost-efficient Gemini Image model, made for running lightweight image generation cheaply●OMNIFLASH — Gemini Omni Flash is in public preview, a natively multimodal model that lets enterprises and developers build custom, dynamic video workflows●AGENTS — Managed Agents expand with background: true for async server-side runs and polling, remote MCP server integration, and refreshing credentials across interactions●MEMORY — The Memory Bank IngestEvents API is generally available, decoupling event ingestion from memory generation so you can stream content continuously●THROUGHPUT — Provisioned Throughput now lets you submit up to seven pending orders for the same model and region●DEPRECATE — Image generation models shut down on August 17, and the Grok 4.1 family on the Gemini Enterprise Agent Platform on August 20
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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

Canva is now formally integrated with Google Gemini, and you can invoke `@Canva` from inside the Gemini app to generate, edit, and resize for social platforms in a single chat. Writing as the indie creator behind dolice.design, I share a week of operating notes on Brand Kit prompting and the new Magic Layers feature.

⟐ 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 integration. A practical guide to embedding it in shell scripts and CI, with lessons from real use.