title: "Does Nano Banana 2 API Charge for Failed Image Generation?" description: "Confused about Nano Banana 2 API billing? We break down how failed image generation requests are handled and when you're protected from being charged." tags: [APIYI, Nano Banana 2, Gemini, API Billing, AI Development] Does the Nano Banana 2 API charge for failed…
title: "Sora-2 API Sunset: Migration Guide and Best Alternatives for 2026" description: "OpenAI has officially announced the sunset of the Sora-2 API. Learn about the timeline, impact, and how to migrate to top-tier alternatives like SeeDance 2.0 and Wan 2.7." tags: [AI, Sora, API, Video Generation, Migration] On March 24, 2026, OpenAI officially announced via…
Author's Note: A deep dive into the Claude Opus 4.7 benchmarks: 87.6% on SWE-bench Verified, 64.3% on SWE-bench Pro, and 94.2% on GPQA Diamond. It sweeps the floor with GPT-5.4 and Gemini 3.1 Pro. API invocation guide included. Anthropic officially released Claude Opus 4.7 on April 16, 2026, taking the lead in 7 out of…
Anthropic officially launched Claude Design on April 17, 2026. Powered by the Claude Opus 4.7 Large Language Model, this AI-driven visual design tool allows even non-designers to quickly generate prototypes, slide decks, and marketing assets through simple conversations. This beginner's guide will take you through what Claude Design is, what it can do, and how…
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…
