Author's Note: A detailed guide on how to invoke kimi-k2.5 via the APIYI platform, enable the enable_thinking parameter, and enjoy stable pricing at less than 80% of the official rate. Includes complete sample code for curl, Python, and JavaScript. The thinking mode of Kimi K2.5 is currently one of the most powerful reasoning capabilities among…
Author's Note: Anthropic released Claude Design on April 17, 2026. Designers can now convert static mockups into interactive prototypes without needing to submit PRs, and PMs can drive product workflows using natural language. AI is rewriting the rules of collaboration for software teams. Anthropic Labs · 2026.04.17 Claude Design AI Design Agent · Reshaping the…
title: "What is Claude Design: The New AI Visualization Tool from Anthropic" description: "Anthropic has launched Claude Design, an AI-powered visualization tool. Learn how it helps non-designers turn ideas into professional visuals." tags: [AI, Claude, Anthropic, Design, Visualization] What is Claude Design: The New AI Visualization Tool from Anthropic On April 18, 2026, Anthropic officially…
Claude Opus 4.7 was released on April 16, 2026. Within just two days, community sentiment shifted rapidly from "comprehensive upgrade" to "selective upgrade." The issue isn't with the official benchmarks, but with a conclusion that has been repeatedly verified: Opus 4.7 is an upgrade specifically for "coding Agents," and for all other scenarios, it's a…
Claude Opus 4.7 was officially released on April 16, 2026, and by the next day, it had already sparked polarized discussions across the community. While official benchmarks claim it outperforms version 4.6 in 12 out of 14 tests, a large number of developers on GitHub and X have complained that it performs worse than 4.6,…
description: Discover why Gemini 3 Pro Image returns multiple images and learn how to extract the final, high-quality result correctly. If you're calling the Gemini 3 Pro Image API and showing users the first image returned, you might notice the results look "off"—awkward composition, rough details, or even incomplete frames. This isn't a decline in…
Model knowledge has a cutoff date, but real-world business problems often require "up-to-the-minute" data. In 2025, Claude officially launched the native web_search tool, and in 2026, it upgraded to the web_search_20260209 version, which supports dynamic filtering. This transformed Claude API web searching from a "DIY headache" into a simple "one-line parameter" implementation. This article systematically…
title: "Fixing the 'top_p is deprecated' Error in Claude Code with Opus 4.7" description: "Deep dive into why Claude Code throws a 'top_p is deprecated' error with Opus 4.7, comparing 3 solutions, and how APIYI automatically handles compatibility." tags: [Claude Code, Opus 4.7, APIYI, AI Development, Troubleshooting] Author's Note: This is a deep dive into…
title: "GPT Image 2 Status Update: Myth vs. Reality as of April 17, 2026" description: "Is GPT Image 2 officially released? We clarify the confusion, summarize current testing statuses, and provide a guide for developers." tags: [GPT Image 2, OpenAI, AI Trends, Image Generation] Author's Note: As of April 17, 2026, here is the latest…
title: "Mastering Multi-turn Image Generation with Nano Banana Pro: A Developer's Guide" description: "Learn how to implement multi-turn image generation with Nano Banana Pro. Master the contents array, thoughtSignature mechanism, and state management for seamless workflows." Author's Note: This guide provides a deep dive into the field structure, contents array construction, thoughtSignature mechanism, and code…
