API application cases in various business scenarios
A new term has been making waves in the overseas developer community: "Claudex." It’s not an official product name, but rather a nickname developers coined for the practice of "running OpenAI models inside the Claude Code shell." A developer shared a simple three-step configuration method on social media, accompanied by a cheeky remark: if you…
The Codex CLI plugin system is rapidly taking shape. With the /plugins command, you can now browse, install, and toggle plugins by marketplace category, and more teams are packaging their internal toolchains into reusable Codex plugins. However, the self-service submission portal in the official Marketplace is currently in an "approval-only" phase. Developers need to understand…
When it comes to creating e-commerce product images, should you use Nano Banana Pro or gpt-image-2? This is the most common dilemma for cross-border sellers and e-commerce design teams. A simple but accurate rule of thumb is: main images are all about realism and material texture, while detail pages are about information density and text…
In June 2026, Amazon began displaying AI-generated product images directly in search results and its mobile app. This move sent a clear signal: AI-generated imagery is no longer an experimental edge case—it’s a mainstream production method that both platforms and sellers are embracing. For cross-border e-commerce, those who successfully integrate an AI image workflow first…
If you only have flat-lay or ghost mannequin photos of your clothing but need high-quality on-model shots, you're facing the most common challenge in e-commerce operations. Traditional photoshoots—involving models, photographers, studio rentals, and retouching—can easily cost thousands of dollars and take 1–2 weeks to complete. For fast-fashion giants like SHEIN, annual photography costs run into…
Here's an update that developers should definitely keep an eye on. On April 28, 2026, the ByteDance Dola foundation model family launched its first omnimodal understanding model, Seed-2.0-lite-260428. It natively supports four input modalities: video, image, audio, and text. This is the first model in the Dola Seed family that can "both see and hear,"…
Author's Note: This article breaks down the technical upgrades of GPT-5.5's native browser-use capabilities, real-world Agent deployment scenarios, and how to get started. It includes performance benchmarks from OSWorld and Terminal-Bench, along with 5 typical application scenarios. Over the past two years, almost every "impressive" AI Agent demo has relied on a core capability: the…
If you're currently using Cursor as your editor for Claude Code, your experience likely looks like this: Cursor handles file management and code editing, while Claude Code runs heavy agentic tasks in the terminal. Occasionally, you run into those awkward "stutter + conflict" moments where they fight over file indexing, hog memory, or both the…
On May 14, 2026, Anthropic published "The Founder's Playbook: Building an AI-native startup" on the official Claude blog. For the first time, they systematically remapped the four startup stages—Idea, MVP, Launch, and Scale—according to the AI capabilities of 2026, defining the goals, exit criteria, and failure modes for each. This article breaks down the manual…
OpenCode is one of the most talked-about open-source AI coding agents in 2026. Its design philosophy centers on being "model-agnostic and terminal-first," allowing developers to run Claude, invoke GPT, Gemini, local models, or even mix and match them as they please. Much like Claude Code, it runs directly in your terminal, but it takes a…
