Blog & Guides

Practical LLM API guides, model reviews, and integration tutorials.

API and integration guidesSep 19, 2026

Qwen3.8-Omni-Flash Full-Modality Model: API & Audio/Video Agent Guide

Qwen3.8-Omni-Flash combines text, image, audio, and video in a single Agent workflow. This guide covers its capabilities, API integration, and audio/video Agent use cases.

API and integration guidesSep 10, 2026

DeepSeek V4.1 Flash Open-Source: 552B Architecture, Pricing, and Migration

DeepSeek V4.1 Flash is out: a 552B-parameter native multimodal MoE with 8B/16B activation, 1M context, and Agent benchmark gains. Covers API model IDs, pricing tiers, KV cache compression, and the V4 Pro routing switch.

API and integration guidesSep 2, 2026

WorkBuddy Content Automation Cases: Media, Self-Publishing, and Solopreneurs

A breakdown of four public WorkBuddy case studies covering cultural media, one-person companies, and WeChat public-account automation with AI agent workflows and Skills.

API and integration guidesAug 27, 2026

Qwen3.8-Flash API: 1M Context, Multimodal & Coding Agent

Qwen3.8-Flash delivers 1M context, multimodal input, and Function Calling via OpenAI-compatible API. Key distinction: qwen3.8-flash for production, Qwen/Qwen3.8-Flash-Next for self-hosting.

API and integration guidesAug 22, 2026

DeepSeek-V4-Flash-Vision-Exp API Guide: Multimodal Model Specs

DeepSeek's experimental multimodal model adds image understanding to V4 Flash with 1M context, 384K output, and broad API compatibility.

API and integration guidesAug 16, 2026

GLM-5.3 API Guide 2026: 1M Context Window for Coding Agents

GLM-5.3 launches with 1M token context and enhanced coding capabilities. Learn API setup, pricing, and production deployment strategies for AI coding agents.

API and integration guidesAug 15, 2026

DeepSeek-V4-Pro-0813 API Guide: Codex, Responses & Pricing

DeepSeek-V4-Pro-0813 is the current version behind the stable deepseek-v4-pro route. This guide covers its 1M context, 384K max output, Codex setup, Responses API, and how to verify pricing on our platform.

API and integration guidesAug 10, 2026

JZS Token Pricing Explained: Calculate and Optimize API Costs

Understand how LLM APIs charge for tokens, estimate usage, and apply proven optimization strategies to reduce your costs.

API and integration guidesAug 10, 2026

Chinese AI Models: Global Developer's Guide to Affordable AI Tokens

How global developers run Chinese AI models on one OpenAI-compatible key—same capabilities, significantly lower costs.