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AI Model Troubleshooting | Gemini API

Analyzing the 3 Major Reasons for Nano Banana Pro Watermark Removal Failure: Complete Troubleshooting Guide for MALFORMED_FUNCTION_CALL Error
ByAPIYI - Stable and affordable AI API 2026年 2月 5日

When using Nano Banana Pro (Gemini 3 Pro Image) for image editing, you might run into a confusing error if you include "remove watermark" instructions in your prompt—the API returns MALFORMED_FUNCTION_CALL with parts: null. This isn't a technical bug; it's Google's carefully designed safety mechanism at work. Core Value: After reading this, you'll understand why…

Read More Analyzing the 3 Major Reasons for Nano Banana Pro Watermark Removal Failure: Complete Troubleshooting Guide for MALFORMED_FUNCTION_CALL Error
API Use Cases | Gemini API

Lovart AI credits too expensive? Complete comparison of 6 affordable alternatives – 2026 Guide
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

Lovart AI's workflow is indeed impressive—conversational design, multi-agent collaboration, and one-click brand kit generation. These features have made it a favorite among many designers. But the credit consumption is simply too fast. The Pro plan at $72/month only gives you 11,000 credits. A single complex brand design project can easily eat up 500+ credits, often…

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API Best Practices | Solutions

Unveiling Lovart AI Unlimited Plan “Word Games” – Nano Banana Pro Credit Limit Analysis and 3 Alternatives
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

Seeing that flashy "365 Unlimited" badge on Lovart AI's pricing page, you might think you're getting unrestricted access to Nano Banana Pro once you subscribe, right? The truth might be a bit of a letdown. This "unlimited" offer is actually a carefully crafted marketing gimmick. Behind the scenes, it's governed by monthly total credit caps,…

Read More Unveiling Lovart AI Unlimited Plan “Word Games” – Nano Banana Pro Credit Limit Analysis and 3 Alternatives
APIYI Tips & Tricks | Gemini API

5 Ways to Solve Google AI Studio Quota Issues – 2026 Complete Guide
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

Working on a project with Google AI Studio and suddenly hit with a 429 RESOURCE_EXHAUSTED error? You're not alone—after Google significantly slashed free quotas in December 2025, tens of thousands of developer projects worldwide ground to a halt overnight. In this post, we'll break down the Google AI Studio quota mechanism and provide 5 proven…

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Claude API | LLM API News

Claude Swarm Mode Complete Guide: 5 Steps to Master the New Paradigm of Multi-agent Collaborative Development
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

Author's Note: A deep dive into Claude Code Swarm Mode's inner workings, TeammateTool core architecture, hands-on configuration, and efficiency comparison with traditional single-agent development. Claude Code Swarm Mode is a major feature released by Anthropic in early 2026 alongside Claude Sonnet 5. This feature transforms Claude Code from a single AI coding assistant into a…

Read More Claude Swarm Mode Complete Guide: 5 Steps to Master the New Paradigm of Multi-agent Collaborative Development
AI Model Troubleshooting | LLM API News

Claude Code 500 Error Complete Troubleshooting Guide: 6 Fixes and Alternatives
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

Author's Note: In-depth analysis of Claude Code API 500 Internal Server Error causes, official status check methods, 6 repair solutions, and AWS Bedrock backup channel configuration. In the early hours of February 4, 2026, a wave of developers hit this familiar error while using Claude Code: API Error: 500 {"type":"error","error":{"type":"api_error","message":"Internal server error"},"request_id":"req_011CXmPyLVR6ekeW8pMBBMGD"} If you're also…

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Claude API | LLM API News

Claude 5 Latest News Roundup: Analysis of 6 Major Highlights of Anthropic’s Next-Generation AI Model in 2026
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

Is Claude 5 just around the corner? In early February 2026, a wave of leaks regarding Anthropic's next-gen AI model sent ripples through the AI community. In this post, we'll round up all the latest intel on Claude 5, including the leaked "Fennec" codename for Sonnet 5, expected release dates, performance benchmarks, and how it…

Read More Claude 5 Latest News Roundup: Analysis of 6 Major Highlights of Anthropic’s Next-Generation AI Model in 2026
AI Model Troubleshooting | Claude API

5 Ways to Resolve the invalid beta flag Error When OpenClaw Calls the Claude API
ByAPIYI - Stable and affordable AI API 2026年 2月 4日

OpenClaw is the hottest open-source AI assistant project of early 2026, already racking up over 100,000 stars on GitHub. However, many developers have run into a confusing error when configuring Claude models: ValidationException: invalid beta flag. In this post, we'll dive deep into the root causes of this OpenClaw Claude API "invalid beta flag" error…

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Model Selection & Comparison

OpenClaw vs RPA: 5 Core Differences Between AI Agents and Traditional Automation
ByAPIYI - Stable and affordable AI API 2026年 2月 1日

Author's Note: This article provides a deep dive into the core differences between OpenClaw AI Agent and traditional RPA. We'll analyze them across five dimensions—including decision-making, adaptability, and technical architecture—to help you choose the automation solution that fits your needs best. "RPA can simulate mouse clicks, and OpenClaw can control the desktop too—so what's the…

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API Best Practices

Why is OpenClaw so token-intensive? 6 reasons analyzed and money-saving guide
ByAPIYI - Stable and affordable AI API 2026年 2月 1日

Author's Note: A deep analysis of the 6 major reasons for OpenClaw's high token consumption, providing field-tested optimization strategies to help users slash API costs by 60-80%, plus a money-saving guide with APIYI recharge bonuses. "Burning 1.8 million tokens in a month, with a $3,600 bill" — this was the real-world experience of tech blogger…

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