Practical LLM API guides, model reviews, and integration tutorials.
Tencent's WorkBuddy is moving beyond office tasks into automotive mainlines: marketing lead gen, outbound sales, vehicle planning, and after-sales diagnostics. Here's where the agent is gaining traction.
Marvis and WorkBuddy both come from Tencent but solve different problems. Marvis is an OS-level AI assistant for desktop control and local files; WorkBuddy is an enterprise agent workspace for document collaboration and knowledge workflows.
Kimi K2.7 Code is a coding-specialized upgrade, not a full K2.6 replacement. Here's what changed, what improved, and who should actually upgrade.
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.
GLM-5.3-Flash is the first native multimodal MoE in the GLM-5 series: 320B total / 18B active parameters, 1M context, MIT-licensed weights, built for coding agents and high-throughput visual tasks.
DeepSeek's experimental multimodal model adds image understanding to V4 Flash with 1M context, 384K output, and broad API compatibility.
GLM-5.3 launches with 1M token context and enhanced coding capabilities. Learn API setup, pricing, and production deployment strategies for AI coding agents.
Grok 4.6 targets long-horizon coding, tool-calling agents, and complex engineering tasks with a 500K context window and configurable reasoning. This review covers specs, benchmarks, pricing, and production integration notes.
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.