EvoLink.AI Blog

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

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Qwen3.8 Max Preview: Features, Token Plan, and Release Status

See confirmed Qwen3.8 features, Token Plan access, caching rules, reasoning controls, the Qwen3-8B distinction, and the production facts still missing.

Qwen3.8 vs Kimi K3: Coding, Agents, Context, and API Readiness

Compare Qwen3.8 Max Preview and Kimi K3 for coding, agents, context, multimodal work, openness, cost planning, and production API readiness.

Nano Banana 2 Lite vs Nano Banana 2: Which Should EvoLink Users Route?

Compare Nano Banana 2 Lite and Nano Banana 2 by speed, output tier, cost, and production routing fit on EvoLink.

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.

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.

Gemini 3.5 Pro API Release Watch: What Google Has Confirmed

Track Gemini 3.5 Pro's public API status, Google's official statements, reported delays, and the production checks developers should complete before using it.

Gemini 3 Pro Preview Is Being Deprecated: How to Migrate to Gemini 3.1 Pro Before March 9

Google is retiring Gemini 3 Pro Preview on March 9, 2026. Learn how to migrate to Gemini 3.1 Pro with minimal effort — updated model string, thinking_level parameter, and EvoLink pricing up to 74% cheaper.