This is the most pressing question for Chinese developers when using AI programming tools. This article will compare the pros and cons of official subscriptions, reselling services, third-party reverse engineering, and API solutions to help you find the most suitable purchasing channel. Core Value: After reading this article, you'll understand the real costs, stability, and…
When generating images using the Nano Banana Pro API, you'll face a choice: 1K, 2K, or 4K? Many people struggle with this decision, but the answer is actually simple—in the vast majority of cases, choosing 2K is the right choice. Core Conclusion: 1K is fastest but lowest quality, 4K is too slow and expensive, 2K…
A detailed comparison of Claude Opus 4.5 and Sonnet 4.5 performance, pricing, and use cases, mastering the efficient pairing strategy of using Opus for reasoning and thinking, Sonnet for execution and implementation. After the release of the Claude 4.5 series, many developers face a practical question: How to choose between claude-opus-4-5-20251101 and claude-sonnet-4-5-20250929? The answer…
Author's Note: Deepseek V4 is expected to launch in mid-February, focusing on programming capabilities. Internal testing suggests it may surpass Claude and GPT. You can now access the full version of Deepseek V3.2 at 20% off the official price through API-Yi. On January 9, 2026, according to The Information, Deepseek V4 is planned for release…
Anthropic has just released Claude Code 2.1.0, a major update containing 1,096 commits. From async sub-agents to session teleportation, from Skills hot reload to enterprise-grade features, this update transforms Claude Code from a "turn-based assistant" into a "parallel development environment." Core Value: Claude Code 2.1 brings true multi-tasking parallel capabilities, allowing developers to handle multiple…
I'll translate this Chinese article about Claude Code Guest Pass to English while preserving all formatting and SVG structure. Author's Note: Anthropic has launched the Claude Code Guest Pass feature, allowing MAX users to share invitation codes for friends to try Claude Pro free for 7 days. This article shares 3 invitation codes for interested…
This article explains the end-frame concatenation method in detail, using the final frame of the previous video as a reference image for the next video to achieve long-form video production with subject consistency. "Sora 2 can only generate 10-second videos, how can I create longer content?"—This is a core problem faced by many creators. OpenAI…
"Where to find Sora image API?"—This is a common question among developers seeking AI image generation solutions. Although OpenAI has not yet publicly released a standalone API for Sora image generation, it can be reliably accessed through third-party platforms. This article will introduce how to obtain Sora Image Generation API, including API calling methods, generation…
"Why are today's generated videos so blurry?" — Recently, many users have reported a noticeable decline in video clarity from Sora 2. Despite the resolution remaining at 704×1280, the footage appears significantly blurred. This issue isn't isolated but a widespread phenomenon caused by OpenAI's strained computational resources. This article provides an in-depth analysis of the…
Sora can't generate videos? This article explains the "We're under heavy load" error, providing two solutions: upgrading to Plus membership and API calling. "Why can't Sora generate videos?"—This is a question widely reported by users in the community after January 10, 2026. Opening the Sora official website and clicking the generate button only shows the…
