Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.
A practical Gemini 3.8 Flash API tutorial for EvoLink, from the first request through parameter migration, multimodal input, observability, evaluation, and production rollout.
Call MiniMax H3 Max through EvoLink: choose the T2V or first/last-frame I2V model ID, submit a task, poll the result, and prepare production handling.
Prepare image URL and Base64 requests for DeepSeek V4 Flash Vision Exp on EvoLink, compare protocol shapes, inspect usage, and handle common integration errors.
A working guide to the Seedream 5.0 Pro Layerize API on EvoLink: the three ways to target layers, the submit-then-poll workflow, how to read z_index and bounding_box, and how per-image billing changes your cost.
A production-focused guide to calling DeepSeek V4 Pro through the EvoLink unified API, switching Claude Code to it, and avoiding the parameter mappings that silently fail.
A production-focused guide to creating, tracking, and operating Grok Imagine Image 2.0 image tasks through the EvoLink unified API.
Complete integration guide to the Wan 2.7 API: all four video modes, code examples, pricing breakdown, production patterns, error handling, and migration from Wan 2.6.
Prepare a Qwen3.8 Max integration through EvoLink with Chat Completions, Responses, or Messages, then add streaming, tools, caching, retries, and fallback.
A practical MiniMax H3 API guide covering its three video modes, model IDs, async task flow, reference inputs, code examples, errors, and production setup.
A developer guide to making a first Claude Opus 5 Messages API call, managing thinking and effort, migrating from Opus 4.8, handling production failures, and routing Claude models by workload.
A production migration guide to the five Gemini 3.6 Flash request changes, including the sampling controls that fail silently.
Review Doubao Seed 2.0 by benchmark signals, pricing, model variants, and access options.
Call evolink/auto through EvoLink's OpenAI-compatible API, inspect the routed model, handle common errors, and test routing against a fixed-model baseline.
A skyscraper-style developer guide to using HappyHorse 1.1 API on EvoLink, from route selection and request examples to async delivery, cost planning, troubleshooting, and production rollout.
Production guide to the Wan 2.7 Video Edit API: instruction-based editing, style transfer, background replacement, reference-guided edits, pricing, and integration patterns.
A practical HappyHorse API guide for developers using EvoLink's unified video generation endpoint.
Learn how to write better prompts for Seedream 4.0, 4.5, and 5.0 Lite. Covers prompt structure, reference images, text rendering, and version-specific best practices.
CTO and engineer-focused production guide to Wan 2.6: async jobs, budget guardrails, reliability patterns, and integration strategy.
A step-by-step Kling AI tutorial for developers. Learn how to use Kling AI through EvoLink, how the async workflow works, and where to find Kling AI API documentation.
A practical Python tutorial on using the Suno API for music generation. Learn how to submit async tasks, poll for results, and implement custom lyrics in your own application.
Understand how AI model routing works, when it is worth using, and how to evaluate a router before you put it into production.
An updated GPT-5.4 + OpenClaw setup guide based on verified OpenAI and OpenClaw sources.
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.
Learn how to use Nano Banana 2 with pricing, Python and Node examples, and prompt tips.
