The author demonstrates how two open-source skills, fireworks-tech-graph and architecture-diagram-generator, enable DeepSeek to generate professional architecture diagrams in multiple styles from natural language prompts, eliminating manual drawing effort.
The author evaluates Doubao-Seed-Evolving's latest upgrades across coding, agent, multimodal, and long-horizon skill execution using real-world tasks like PPT-to-website conversion, personal project management, SVG generation, 3D Rubik's cube animation, and a complex 30-minute web scraping skill, finding strong autonomous task decomposition, testing, and error recovery.
The article reviews Alibaba's 1‑trillion‑parameter Qwen3‑Max‑Preview model, comparing its benchmark scores, hallucination rate, math and coding accuracy, and SVG generation quality against Claude, Kimi K2, and DeepSeek, while providing usage links and real‑world user impressions.
