Month: February 2026

Claim $1200 Worth of Claude Max 20x: Application Guide for Open Source Maintainers for 6 Months of Free Use

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Author's Note: Anthropic has launched the Claude for Open Source program, offering open source maintainers 6 months of free Claude Max 20x. There are 10,000 spots available, including all premium features like Claude Code and Cowork. This article details the eligibility criteria and application steps. Anthropic has officially launched the Claude for Open Source program, … Read more

Resolving Nano Banana 2 Input Size Limit: 6 Methods for Token Calculation Formula and 65536 Error Fix

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When using Nano Banana 2 for image generation, you might have encountered this error: The input token count exceeds the maximum number of tokens allowed (65536). This is one of the most common confusions developers face when calling the Gemini image generation API — the official model card clearly states an Input token limit of … Read more

Nano Banana 2 Launches on Gemini App: Default 2K Resolution + Significant Text Rendering Improvement

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Author's Note: The Nano Banana 2 image generation model has officially arrived on the Gemini app. With the default resolution bumped up to 2K and text rendering that outshines Nano Banana Pro, here's our hands-on review and API guide. At 9 PM Beijing time on February 26, 2026, Nano Banana 2 made its debut on … Read more

Gemini 3.1 Pro vs. Claude Opus 4.6 Comprehensive Comparison: 13 Benchmarks Tell You Which to Choose

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Author's Note: An in-depth comparison of Gemini 3.1 Pro and Claude Opus 4.6 across 13 dimensions, including reasoning, coding, multimodality, and pricing. Includes scenario recommendations and an API access guide. In February 2026, the AI model landscape hit a real "turning point"—no single model can completely crush the competition anymore. Google's Gemini 3.1 Pro, released … Read more

gemini-3.1-pro-preview vs customtools: 6 key differences to help you choose the right Agent model

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gemini-3.1-pro-preview and gemini-3.1-pro-preview-customtools are two model endpoints released by Google on the same day. While they share the same pricing and reasoning capabilities, their behaviors are night and day. This article compares the differences across 6 key dimensions to help you make the right choice for your Agent development. Core Value: By the end of … Read more

Generate Studio-Quality E-commerce Product Main Images with Nano Banana Pro API: 3 Steps to Transform Selfies into Professional Main Images + Smart Background Replacement

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One of the biggest headaches in e-commerce operations is the high cost, long turnaround times, and inconsistent quality of product photography. A standard set of studio-quality main images—covering everything from lighting and shooting to post-processing—can easily cost thousands of dollars and take 3-5 business days. Now, Nano Banana Pro API can turn a mobile snapshot … Read more

3-Step Guide to Claiming Free $50 Extra Usage for Claude Opus 4.6

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Author's Note: Anthropic is offering $50 in free extra usage for Claude Pro and Max users. This article details the eligibility criteria, steps to claim, and key pitfalls to avoid. Deadline: February 16. Along with the release of Claude Opus 4.6 on February 5, Anthropic gifted all existing Pro and Max subscribers $50 in free … Read more

Polishing Scientific Research Charts with Nano Banana Pro: A Guide to Automatically Applying Aesthetic Standards from 292 NeurIPS Papers

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Author's Note: A detailed look at how PaperBanana automatically extracts aesthetic norms from 292 NeurIPS 2025 papers to polish hand-drawn sketches and rough charts into publication-grade academic illustrations, covering four major optimization dimensions: layout, color scheme, typography, and iconography. Are your research figures suffering from these issues: crowded layouts, jarring colors, inconsistent fonts, or a … Read more

Claude 5 Latest News: A Preview of the 6 Core Highlights of the Upcoming Sonnet 5 Fennec

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Has Claude 5 been released? According to multiple leaks in early February 2026, Claude Sonnet 5 (codename Fennec) is just around the corner. Leaked benchmarks suggest its SWE-Bench score might break the 80% barrier. Based on public leaks, here's a forward-looking analysis of this highly anticipated model. Key Takeaway: A 3-minute guide to the Claude … Read more

In-depth Analysis of Nano Banana Pro’s 5 Major Minor Protection Mechanisms: IMAGE_SAFETY Error Causes and Detailed Explanation of CSAM Protection Technology

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Encountering an IMAGE_SAFETY error while using Nano Banana Pro for image editing is a common point of confusion for many developers. This article dives deep into Nano Banana Pro's five major minor protection mechanisms to help you understand why images suspected of featuring minors are rejected by the system. Core Value: By the end of … Read more