Bottom line first. For bulk image generation on APIYI, use gpt-image-2.5-all by default for regular tasks. It runs under the Default group, works with either request-based or usage-based tokens, and is listed at $0.025 per image. When you need to lock to a fixed size or 4K, switch the model name to a -vip variant…
Author’s note: From the prompt and the depth-compensation formula to frame-by-frame export with Playwright + ffmpeg, this walks through how to build a 2.5D parallax animation studio with Claude Code that exports without dropping frames. A lot of people try an AI coding assistant for animation for the first time and hit the same wall:…
On November 9, 2026, Google Cloud announced two new system configurations for its eighth-generation TPUs: TPU 8tx and TPU 8i Max. TPU 8i Max integrates two TPU 8i chips in a single package, doubling compute capacity, on-chip SRAM, and HBM bandwidth. It’s designed for workloads involving long context windows, high concurrency, and collaborative multi-Agent reasoning….
Author’s note: Starting with a 30-minute software development Agent task, this article breaks down the costs of ordinary input, cache writes, cache reads, output, and tool round trips across multiple Agent calls. It compares cache pricing from three providers and uses a 12-call example to show when caching actually saves money. On November 9, 2026,…
Author’s note: When an image API returns HTTP 451 with the error code image_safety, the image being filtered is the one that was generated—not your API key being rejected. Based on APIYI’s documentation and retests, this article explains how 451 differs from 401 and 429, what you should change, and why you shouldn’t keep retrying….
Author’s note: When the Seedance asset library reports copyright restrictions, it’s usually not actually a copyright issue. The real problem is that the provenance for the face is missing. This article explains the three types of portraits you can add to the library—and how to preserve their provenance. When you upload a portrait to the…
Author’s note: gpt-6-sol and gpt-6.1-sol have the same input and output prices, but their cached-read rates differ by half. This article explains how to lower cache costs for long conversations by changing only the model field in your request. Many developers already use 6.1 Sol, 6.1 Terra, and 6 Luna in their day-to-day work. But…
Author’s note: claude-sonnet-4-5 will be retired on 2026-11-30. This article explains what changes when you migrate to claude-sonnet-5-5—including the model ID, cache read multiplier, and billing—and provides a checklist of fields to update and steps to verify the migration on cutover day. If your code, configuration files, or gateway routes still reference claude-sonnet-4-5 or the…
At 00:22 (UTC+8) on 2026-11-10, APIYI issued a recovery notice: The grace period remains in effect through 2027-12-31 23:59 (UTC+8). You can now log in to the console and bind a Passkey and 2FA right away—there’s no need to wait 72 hours. The old system tokens are only scheduled to be deactivated on 2026-11-11 (UTC+8)….
Anthropic disclosed an internal experiment when it released Claude Fable 5.2 on November 9, 2026: Fable 5.2 started with an empty folder, coordinated more than 1,000 subagents, and worked continuously for eight days to build an operating system prototype that can boot on a laptop. Key takeaway: By the end of this article, you’ll understand…
