Author's Note: Detailed explanation of Sora 2 e-commerce video generation templates, including 7 presets like unboxing videos, product displays, and luxury ads, to help e-commerce sellers quickly create professional-grade product videos. High production costs and long turnaround times are common headaches for e-commerce sellers. This article will walk you through the full usage of Sora…
Author's Note: A deep dive into how the Nano Banana Pro API achieves original ratio output. Master the trick of omitting the aspect_ratio parameter to solve size maintenance issues in image editing. When using the Nano Banana Pro API for image editing, keeping the original image size is a common headache for developers. The official…
Author's Note: A deep dive into why Sora 2 generates garbled Chinese text in videos, providing 5 practical solutions including character consistency, post-processing, and alternative models. When using Sora 2 to generate videos, many creators run into the frustrating issue of Chinese characters in the background turning into unreadable gibberish. In this post, we'll dive…
On January 21, 2026, at 6:00 PM (CST), a wave of developers reported that Nano Banana Pro API calls were hitting constant timeouts, and failure rates for 4K resolution requests were skyrocketing. This article provides a full post-mortem of the outage, breaks down the root cause, and offers three practical emergency workarounds. Key Takeaways: Get…
When generating 4K images with Nano Banana Pro, the timeout and failure rates are significantly higher than at lower resolutions, which has been a major headache for many developers. In this article, we'll dive into the underlying principles of computing power consumption to explain the root causes of 4K instability and provide practical advice on…
Author's Note: Deep dive into the text structuring capabilities of the GLM-4.7 Large Language Model, and master practical tips for extracting key information in JSON format from complex documents like contracts and reports. Quickly extracting key info from vast amounts of unstructured text is a major hurdle in enterprise data processing. Released by Zhipu AI…
Author's Note: A deep dive into Anthropic's latest Claude Cowork release, analyzing its multi-agent architecture, Token consumption mechanisms, and introducing the open-source alternative Open Claude Cowork. On January 12, 2026, Anthropic launched Claude Cowork, a revolutionary product that upgrades AI from a passive chat assistant to an "autonomous digital colleague." It can independently manage local…
Author's Note: OpenCode is an open-source AI programming assistant for the terminal that supports various Large Language Models like Claude, OpenAI, and Gemini. This article provides a complete installation, configuration, and usage tutorial to help newcomers get started quickly with this tool trusted by 650,000+ developers. Want to use AI-assisted coding in your terminal but…
Author's Note: A beginner's guide to Typeless: explaining that Typeless is a voice input tool, not an LLM chat tool. We'll dive into its core features, usage scenarios, privacy mechanisms, and free plan to help you start "typing with your mouth" quickly. "What is Typeless? Is it like ChatGPT?" That's a question many newcomers ask….
Author's Note: This is an in-depth comparison of Wispr Flow and Typeless—two AI voice input methods. I'll provide clear recommendations across six dimensions, including accuracy, privacy, pricing, and Vibe Coding scenarios, to help developers master the high-efficiency experience of "typing with your mouth." Choosing a voice input method has always been a top priority for…
