Author's Note: A deep dive into the real reasons behind the shutdown of OpenAI's Sora, the competitive pressure from Seedance 2.0, and an analysis of why Anthropic’s strategy of avoiding image and video models—focusing instead on compute concentration—offers a vital lesson for the industry. On March 24, 2026, OpenAI officially announced the shutdown of Sora—after…
"How much concurrency should I set?"—this is the question developers ask most often when using the Nano Banana 2 API for batch image generation. The answer doesn't lie in platform limits, but in how much Base64 image data your bandwidth and memory can handle. Core Value: After reading this article, you'll understand the primary bottlenecks…
title: ".agents vs .claude: Understanding Configuration Folder Differences in AI Agent Development" description: "Clarify the distinct roles of .agents and .claude configuration folders in AI Agent development, including Skills placement and directory structures." tags: – AI Agent – Configuration – Development – Skills – Best Practices AI Agent development is booming, and project root directories…
Author's Note: A comprehensive breakdown of the latest 2026 capabilities of Claude Code: /loop scheduled tasks, Computer Use remote desktop control, Voice Mode, mobile Remote Control, background Agents, and 12 other core features. As of March 2026, Claude Code has evolved from a simple "AI programming assistant in the terminal" into a full-fledged autonomous coding…
Author's Note: A deep dive into the essence of the thoughtSignature field in Nano Banana 2 API responses. It’s not an image, but an encrypted "thought signature." We’ll break down the Thinking mode response structure, how to handle it correctly, and common pitfalls. Many developers calling the Nano Banana 2 API for image generation have…
Author's Note: A detailed explanation of the complete workflow for generating flowcharts from text using AI: Step 1 uses a Large Language Model to organize structured content, Step 2 uses image models like Nano Banana Pro to generate professional flowcharts. "I have a bunch of text descriptions and want to generate a nice-looking flowchart. Which…
title: "Can Claude Code Use GPT-5.4? Why Third-Party Proxies Don't Work and How to Use Alternatives" description: "Answering whether Claude Code supports OpenAI models, why API proxies fail, and how to use OpenCode and Codex CLI for GPT-5.4 programming." tags: [Claude Code, GPT-5.4, AI Programming, APIYI, OpenCode] Author's Note: This post answers whether Claude Code…
Author's Note: Answering developers' most frequently asked question: Can you directly pass PDFs to Large Language Model APIs? The answer is: most don't support it. This article details three practical solutions: text extraction, image understanding, and client-side processing. "Can I just pass a PDF file directly into a Large Language Model API?"—this is one of…
Author's Note: This guide provides a detailed breakdown of the 3 Base URL paths and 3 domain nodes on the APIYI platform. We'll show you how to configure them correctly so you can get it right the first time and avoid common pitfalls. When configuring an AI model API, entering the wrong Base URL is…
Author's Note: This deep dive covers the core capabilities, performance benchmarks, and API integration for the MiniMax-M2.7 and M2.7-highspeed models, helping you secure flagship-level AI performance at a fraction of the cost. On March 18, 2026, MiniMax launched the MiniMax-M2.7 flagship Large Language Model, the first AI model to actively participate in its own evolutionary…
