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EvoLink.AI Blog

Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.

Latest Articles
Developer guide to integrating and evaluating Gemini 3.6 Flash for production
guide

Gemini 3.6 Flash Guide: API Setup, Thinking, Use Cases & Production

A developer-focused Gemini 3.6 Flash guide covering native API requests, thinking levels, multimodal inputs, agent workflows, troubleshooting, cost, and production rollout.

Jessie
23 min
Jul 22, 2026
Gemini 3.6 Flash API migration gateway separating explicit request errors from a silent ignored parameter
Tutorial

Gemini 3.6 Flash Migration: Five API Changes and One Silent Failure

A production migration guide to the five Gemini 3.6 Flash request changes, including the sampling controls that fail silently.

Jacey
20 min
Jul 21, 2026
Gemini 3.6 Flash passing through a production release gateway
Release Watch

Gemini 3.6 Flash Is Live: Release Date and Availability

Gemini 3.6 Flash launched on July 21, 2026 and is now available through EvoLink's native API route. Confirm the model ID, 10%-off pricing, channels, and compatibility changes.

Jessie
3 min
Jul 21, 2026
Gemini 3.6 Flash and Gemini 3.5 Flash production inference lanes compared for speed and cost
Comparison

Gemini 3.6 Flash vs Gemini 3.5 Flash: Should You Move Production Workloads?

A production decision guide to Gemini 3.6 Flash versus Gemini 3.5 Flash, backed by pricing analysis and 216 API test calls.

Jacey
17 min
Jul 21, 2026
How to Use Gemini 3.5 Flash API: SDKs, Tools & Code
guide

How to Use Gemini 3.5 Flash API: SDKs, Tools & Code

Implement Gemini 3.5 Flash with Python and Node.js examples, SDK setup, function and tool calling, structured output, multimodal input, and agent workflow patterns.

EvoLink Team
20 min
May 20, 2026
Gemini 3.5 Flash and Gemini 3 Flash Preview compared for a production migration
Comparison

Gemini 3.5 Flash vs Gemini 3 Flash Preview: Migration Guide

A production migration guide for teams choosing between Gemini 3.5 Flash and Gemini 3 Flash Preview on EvoLink.

EvoLink Team
12 min
May 20, 2026
Gemini 3.5 Flash Release Timeline: Preview to GA
Release Watch

Gemini 3.5 Flash Release Timeline: Preview to GA

Follow Gemini 3.5 Flash from early preview signals to confirmed GA, including the release timeline, lifecycle changes, and links to current model and migration pages.

EvoLink Team
6 min
May 18, 2026
Gemini 3.5 Pro release date and public API verification
Release Watch

Gemini 3.5 Pro Release Date: What Google Confirmed

When will Gemini 3.5 Pro launch? See Google's current coming-soon status, partner-testing evidence, API availability checks, and what to use while waiting.

EvoLink Team
9 min
May 18, 2026
Gemini Omni Flash Public Preview: What Changed for Developers
Product Launch

Gemini Omni Flash Public Preview: What Changed for Developers

Google released Gemini Omni Flash as a public preview. See the confirmed model ID, 720p limits, current pricing, API restrictions, and EvoLink route mapping.

EvoLink Team
3 min
May 12, 2026
Gemini Omni Flash vs Veo 3.1: Generation or Conversational Editing?
Comparison

Gemini Omni Flash vs Veo 3.1: Generation or Conversational Editing?

Compare Gemini Omni Flash and Veo 3.1 by current API access, pricing, generation quality, conversational editing, limits, and EvoLink routing fit.

EvoLink Team
3 min
May 12, 2026
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