LLM Archives

Don’t Install OpenClaw! (Unless You Read This First)
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Don’t Install OpenClaw! (Unless You Read This First)

Dearah Mae Barsolasco2026-02-23T05:45:24+00:00

If you have been on Twitter, TikTok, or GitHub recently, you have probably seen the hype. Clawdbot (now rebranded as OpenClaw) promises something bold: a self-hosted AI employee that runs on your Mac Mini, has terminal access, and takes instructions through messaging platforms like Telegram. It sounds powerful. It is powerful. However, you should not install it blindly. Before you run npm install -g openclaw, you need to understand what you are actually deploying. By default, OpenClaw operates with deep system-level access. In other words, installing it without safeguards is the cybersecurity equivalent of handing a stranger your unlocked laptop [...]

Don’t Install OpenClaw! (Unless You Read This First)Dearah Mae Barsolasco2026-02-23T05:45:24+00:00

Amazon Nova: Engineering the Future of Agentic AI
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Amazon Nova: Engineering the Future of Agentic AI

Dearah Mae Barsolasco2026-02-03T13:45:47+00:00

The generative AI (GenAI) revolution has fundamentally changed how organizations extract value from data. Large language models (LLMs) excel at understanding and generating human-like text, but their true enterprise value emerges only when they can access proprietary data and take real-world action. While vector databases and retrieval-augmented generation (RAG) gave LLMs memory, Amazon Nova provides execution and specialization. In this article, we break down the Amazon Nova model family, with a deep focus on Nova Act and Nova Forge, and explain how they enable a shift from passive chatbots to autonomous, enterprise-grade AI agents. What Is the Amazon Nova Model [...]

Amazon Nova: Engineering the Future of Agentic AIDearah Mae Barsolasco2026-02-03T13:45:47+00:00

The Death of Traditional SEO? Welcome to the Era of Generative Engine Optimization (GEO)
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The Death of Traditional SEO? Welcome to the Era of Generative Engine Optimization (GEO)

Dearah Mae Barsolasco2026-01-23T16:49:14+00:00

For years, Search Engine Optimization (SEO) defined how digital content succeeded online. Keywords, backlinks, and domain authority shaped rankings and traffic. But as we move deeper into 2026, the search landscape has fundamentally changed. With the rise of Large Language Models (LLMs), AI-powered search experiences, and zero-click results, traditional SEO alone is no longer enough. Today, success is less about ranking for clicks and more about being cited as a trusted source. This shift marks the arrival of Generative Engine Optimization (GEO) which is a strategy focused on visibility, authority, and AI-driven discovery. What Is Generative Engine Optimization (GEO)? Generative [...]

The Death of Traditional SEO? Welcome to the Era of Generative Engine Optimization (GEO)Dearah Mae Barsolasco2026-01-23T16:49:14+00:00

Build a Model-Agnostic AI Text Summarizer Web Extension
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Build a Model-Agnostic AI Text Summarizer Web Extension

Waffen Sultan2025-12-17T14:53:51+00:00

Browser extensions are a great way to bring AI directly into your everyday workflows. Instead of copying text into external tools and websites to be summarized, you can do it right on the page. In this tutorial, we'll build a lightweight, model-agnostic Chrome extension that summarizes selected text using AI. With a simple right-click, users can send any highlighted text to an AI model of their choice and instantly view a concise summary in the extension popup. Rather than focusing on a single provider, this project is designed to be beginner-friendly and privacy-focused. API keys are supplied by the user [...]

Build a Model-Agnostic AI Text Summarizer Web ExtensionWaffen Sultan2025-12-17T14:53:51+00:00

AWS Vector Databases Explained: Semantic Search and RAG Systems
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AWS Vector Databases Explained: Semantic Search and RAG Systems

Dearah Mae Barsolasco2025-12-21T03:02:32+00:00

The generative AI (GenAI) revolution has transformed how organizations extract value from their data. While large language models (LLMs) demonstrate remarkable capabilities in understanding and generating human-like text, their true enterprise potential is unlocked only when they can access proprietary, domain-specific information. This necessity has propelled vector databases from a specialized niche into an essential pillar of modern AI infrastructure. But First, What Are Vector Databases? A vector database, as its name suggests, is a type of database designed to store, index, and efficiently search vector embeddings. These vectors are high-dimensional points that represent meaning. At its core, a vector [...]

AWS Vector Databases Explained: Semantic Search and RAG SystemsDearah Mae Barsolasco2025-12-21T03:02:32+00:00

AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow Tool
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AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow Tool

Waffen Sultan2025-12-03T13:19:35+00:00

If you're someone whose work involves AI automation or a developer, you'll know that Modern AI agents are powerful but notoriously difficult to guide with consistency. You put the same thing in twice, you get two drastically different results. There are two ways of driving Modern AI agents: Code defined workflows Fully model-driven agents Code-defined workflows offer precision but require heavy reengineering to update. Fully model-driven agents offer flexibility but can behave unpredictably. Agent SOPs (Standard Operating Procedures) provide a middle ground: natural language workflows with structure, constraints, and parameters that help you predict how an AI will perform complex [...]

AWS Strands Agent SOPs – Your Natural Language Agentic AI Workflow ToolWaffen Sultan2025-12-03T13:19:35+00:00

A New Player in Town: Google Antigravity
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A New Player in Town: Google Antigravity

Waffen Sultan2025-11-25T09:30:32+00:00

On Wednesday, Google, the creators of Gemini, one of the top competitors of popular LLMs like ChatGPT (developed by OpenAI), recently launched their first AI agentic development IDE, known as Google Antigravity. Built for a wide range of customers, it is targeted to both professional developers working on large enterprise codebases and hobbyists vibe coding in their spare time. It provides installation support for Windows, MacOS, and Linux. In the rising wave of AI-powered IDEs, it provides a completely new and unique set of features over the usual and typical features that you would see in one, namely: Browser use Agents [...]

A New Player in Town: Google AntigravityWaffen Sultan2025-11-25T09:30:32+00:00

Mastering AWS Made Easy: A Beginner’s Guide to the Knowledge MCP Server
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Mastering AWS Made Easy: A Beginner’s Guide to the Knowledge MCP Server

April Joy Deang2026-02-04T13:13:10+00:00

Let’s be honest, keeping up with AWS feels like chasing a moving target. One minute you’ve mastered EC2 and Lambda, and the next, there’s a new service, multiple updates, and several ways to configure the same feature. For developers and architects exploring AI integrations, that learning curve becomes even steeper. AWS offers massive amounts of documentation enough to fill a library but finding what you actually need, like the right API reference or regional availability, can feel like searching for a needle in a haystack made of JSON. Fortunately, the AWS Knowledge Model Context Protocol (MCP) Server changes the game. [...]

Mastering AWS Made Easy: A Beginner’s Guide to the Knowledge MCP ServerApril Joy Deang2026-02-04T13:13:10+00:00

High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)
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High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)

Dearah Mae Barsolasco2025-10-17T11:29:21+00:00

Have you ever needed to find a new charger for your device, only to discover that its voltage wasn’t compatible, causing it not to work or even risking damage? Without checking the actual needs of your device, you’ve probably thought that you could go with what the seller recommends as the “highest quality” rather than your device’s fitting needs. With the current utilization of AI for businesses, bigger doesn’t always mean better. Large Language Models (LLMs) like GPT, Gemini, Claude, etc. have been in the spotlight for their high-performing power for computational tasks and content generation capabilities. But let’s be [...]

High-Performing ≠ Massive: The Rise and Progression of Small Language Models (SLMs)Dearah Mae Barsolasco2025-10-17T11:29:21+00:00

Using llms.txt for a LLM-Friendly Website: The Future of AI-Optimized Web Design
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Using llms.txt for a LLM-Friendly Website: The Future of AI-Optimized Web Design

Precious Grace Manucom2026-01-11T02:45:41+00:00

How a simple text file is revolutionizing the way AI systems understand and interact with websites The Dawn of AI-First Web Design Imagine a world where your website doesn't just serve human visitors, but also communicates seamlessly with AI systems, chatbots, and language models. Welcome to 2024, where this isn't science fiction, it's the new reality. As Large Language Models (LLMs) like GPT-4, Claude, and Gemini become integral to how people discover and interact with information, websites need to evolve beyond human-only design. Enter llms.txt, a groundbreaking standard that's quietly transforming how websites communicate with artificial intelligence. Think of [...]

Using llms.txt for a LLM-Friendly Website: The Future of AI-Optimized Web DesignPrecious Grace Manucom2026-01-11T02:45:41+00:00