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Honest, Hands-OnAI & Tech InsightsTested & Compared

I'm a coder, and I test new AI models and software myself — then share honest reviews and side-by-side comparisons so you know what's actually worth using.

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LongCat-2.0 Explained: Meituan's 1.6T Open-Weight AI Model Targeting GPT-5.5 and Claude
AI & Machine Learning
21 min read

LongCat-2.0 Explained: Meituan's 1.6T Open-Weight AI Model Targeting GPT-5.5 and Claude

LongCat-2.0 is Meituan's 1.6T open-weight MoE AI model with a 1M context window and agentic coding focus. What's confirmed, claimed, and unverified.

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MiniMax M3: How to Use It for Free, Full Benchmarks & Complete Review (2026)
AI & Machine Learning
37 min read

MiniMax M3: How to Use It for Free, Full Benchmarks & Complete Review (2026)

MiniMax M3 is the first open-weights AI model with frontier coding, 1M token context, and native video — free to use. Full benchmarks, API setup guides, and code examples inside.

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GLM-5.2 Review (2026): Benchmarks, Free Access & How to Use It
AI & Machine Learning
18 min read

GLM-5.2 Review (2026): Benchmarks, Free Access & How to Use It

GLM-5.2 is the leading open-weights AI model from Z.ai. Explore benchmarks, pricing, MIT licensing, 1M-token context, and learn how to use GLM-5.2 for free.

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7 Free AI Tools for Students in India (2026) - That Actually Work
Student Guides
21 min read

7 Free AI Tools for Students in India (2026) - That Actually Work

Most students use AI wrong. These 7 free tools built around how memory actually works help Indian students retain more, write better, and stop wasting study hours.

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How to Check if a URL is Safe: Complete Guide 2026
Cybersecurity
24 min read

How to Check if a URL is Safe: Complete Guide 2026

Learn how URL structure works, identify the real registered domain, and avoid phishing links using public suffix rules.

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DeepSeek Engram: AI Memory Breakthrough Solving Billion-Dollar Crisis
AI & Machine Learning
20 min read

DeepSeek Engram: AI Memory Breakthrough Solving Billion-Dollar Crisis

DeepSeek's Engram separates AI memory from compute, achieving 97% accuracy while slashing costs. The breakthrough could reshape AI economics forever.

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Google's Universal Commerce Protocol: Why Affiliate Marketing Will Die in 2026 ?
AI & Machine Learning
13 min read

Google's Universal Commerce Protocol: Why Affiliate Marketing Will Die in 2026 ?

Google's UCP lets AI buy products directly. Affiliate marketers have 12-24 months to adapt. Here's why traditional attribution breaks and what to do.

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The Intelligence You've Stopped Noticing
AI & Machine Learning
11 min read

The Intelligence You've Stopped Noticing

Ambient AI doesn't wait for your commands it watches, learns, and acts in the background. The systems you've stopped noticing are making thousands of decisions on your behalf. What happens when convenience becomes drift?

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AI Pendants That Remember Everything: India Reality Check
AI & Machine Learning
17 min read

AI Pendants That Remember Everything: India Reality Check

AI wearables that record your life and make it searchable are moving from experimental to practical in 2026. But India faces unique challenges: code-switching languages, high costs, and privacy concerns. Here's what actually works and what doesn't.

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