Recently, quite a few customers have reported the same issue when generating images in batches with gpt image 2.5: after enlarging the images, they can see fine color bands. The most typical example is faint pink vertical lines that appear and disappear in smooth skin-tone areas such as the forehead, bridge of the nose, and…
Claude doesn’t “draw” videos, but it’s becoming one of the best models at “writing” them. Over the past few months, overseas developer communities have produced a growing number of examples: give Claude Code a single prompt, and ten minutes later, you have an MP4 with animation, voice-over, and subtitles. Since the release of Claude Opus…
“Is gpt-4o-mini about to be phased out?” This is a question that keeps coming up in tech communities. The immediate trigger is a series of model retirement announcements from Azure OpenAI Service, combined with gpt-4o-mini’s continued decline in various benchmark rankings. As a result, many teams have started reevaluating their model choices. Based on OpenAI’s…
GPT-6-Astra was released on September 3, 2026, and rolled out to everyone the following day. Just a week after launch, social media was flooded with complaints that "GPT-6-Astra has been dumbed down." Users reported that the same prompts were yielding lower-quality outputs than in the first few days, and that the "Extra high" reasoning tier…
Image generation selection has always been one of the most painful decisions for AI application teams. On July 24, 2026, Midjourney 8.2 became the default version, while OpenAI’s gpt-image-2 has already been running in production for more than three months since its April release. These two models are often compared side by side, but most…
Midjourney set V8.2 as the default version on July 24, 2026. The official description was only a few short lines: images would be more creative, bolder, more refined, sharper, and fresher, while “the chance of randomly getting low-quality images will be greatly reduced.” For people who actually rely on it to deliver images, this kind…
OpenAI launched a limited preview of the GPT-5.6 series on June 26, 2026, bringing three models at once: the flagship Sol, the balanced Terra, and the high-speed, low-cost Luna. Most coverage has focused on Sol’s max reasoning and ultra mode, but for the vast majority of developers, the one that’s actually usable right away and…
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…
“Does gemini-3.1-flash-lite-image actually support reasoning mode?” That’s one of the most frequently asked questions in API calling groups lately. The answer is yes, and this isn’t just a guess — we combined Google’s official docs with three sets of side-by-side experiments through the APIYI gateway, and collected real token usage and latency data. In this…
