Coderyx Editorial

SEO & Marketing

Oct 29, 2026 • 6m read

Google Expands Its SEO Spam Rules to Target User-Generated Content

Google has expanded its SEO spam guidance to address platforms that let users publish shared pages, generated content, and web apps. The updated recommendations encourage website owners to control indexing, monitor unusual publishing activity, and prevent user-generated spam. Here's what the changes mean for platform operators, website owners, and SEO professionals.

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Cyber Security

Oct 29, 2026 • 6m read

South Korea Faces New Cyberattacks on Financial Firms as AI Security Risks Grow

South Korea's financial sector is facing a fresh wave of cyberattacks affecting Daishin Securities, Mirae Asset Global Investments, and cryptocurrency exchange Bithumb. One incident exposed personal information belonging to more than 38,000 customers, while other firms reported unauthorized access to internal systems. The cases have intensified concerns about financial cybersecurity and the potential role of AI-assisted hacking.

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Technology

Oct 29, 2026 • 5m read

Apple Launches M6 MacBook Pro With Faster Performance and 24-Hour Battery Life

Apple has unveiled a new 14-inch MacBook Pro powered by its M6 chip, promising faster graphics, improved AI performance, and up to 24 hours of battery life. Starting at $1,999, the laptop also adds Wi-Fi 7 and Bluetooth 6 support, with memory configurations of up to 32GB. Here is what the new MacBook Pro offers and who might benefit most from the upgrade.

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Technology

Oct 29, 2026 • 4m read

Apple Finally Brings Touchscreens to the MacBook Pro

Apple has finally introduced a touchscreen MacBook Pro, bringing direct screen interaction to its professional laptop lineup. The new 14-inch and 16-inch models feature tandem OLED displays, M5 Pro and M5 Max chips, and support for touch-enabled creative and productivity apps. With prices starting at $2,899, the launch marks a major shift in Apple's approach to laptop design.

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Artificial Intelligence

Oct 23, 2026 • 4m read

Beyond Text Chat: Deconstructing Claude’s Computer Use API and Autonomous GUI Interaction

Anthropic has unveiled Computer Use capabilities for Claude 3.5 Sonnet, empowering models to look at screenshots, move cursors, click buttons, and navigate native software applications autonomously.

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Artificial Intelligence

Oct 20, 2026 • 4m read

The Shift to Test-Time Compute: Why Reasoning Models Are Changing the Economics of LLM Inference

As pre-training scaling curves begin to exhibit diminishing returns, researchers at OpenAI, Anthropic, and DeepMind are unlocking major reasoning gains through test-time search and runtime reflection.

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SEO & Marketing

Oct 17, 2026 • 4m read

Taming Interaction to Next Paint (INP): A Fullstack Guide to Diagnosing Long Tasks and Optimizing Main-Thread Responsiveness

Interaction to Next Paint (INP) is now a core Google search ranking factor. Discover practical engineering techniques to break up long tasks, eliminate input delays, and achieve sub-200ms scores.

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Artificial Intelligence

Oct 08, 2026 • 2m read

The Non-Ambient Wearable: How Persona AI is Redesigning Personal AI Hardware

Nineteen-year-old Cal AI co-founder Zach Yadegari has raised $10M for Persona, a $179 screenless smart band that rejects always-on ambient microphones in favor of intentional tactile interaction.

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Artificial Intelligence

Oct 07, 2026 • 1m read

After the Meta Split: What Manus AI’s $500M Round Reveals About Autonomous Agent Stacks

Following the regulatory unwinding of its $2B Meta acquisition, Chinese agent builder Manus has secured over $500 million in fresh capital at a $4 billion valuation to scale autonomous developer workflows.

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