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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Seedream 5.0 Pro Layerize Is Live on EvoLink: Flat Images In, Editable Layers Out

What shipped with Seedream 5.0 Pro Layerize, how it differs from the standard Pro model, what it costs on EvoLink, and which workflows it actually changes.

GLM-5.3 release tracker separating shipped channels from staged API and open-weight access

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GLM-5.3 Is Out: What Shipped and What's Still Staged

Z.ai released GLM-5.3 on Aug 14, 2026 — same base as GLM-5.2, all gains from post-training. See confirmed specs, staged API access, and the open-weight timeline.

GLM-5.3 vs Claude: Which Should Run Your Coding Agents?

Z.ai's own table shows GLM-5.3 trailing Claude Fable 5 — and closing fast. Compare benchmarks, API contracts, and access reality before routing agents.

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.

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 for Coding Agents: Capabilities, Cost, and Production Routing

Evaluate Gemini 3.5 Flash for coding agent workflows — function calling, structured output, long-context code analysis, cost per agent session, and when to use it vs alternatives.