GLM 5.1: Why This Open Source AI Release Changes the Agent Game
Exploring GLM 5.1, the new open-source frontier AI model from Z.AI that challenges proprietary systems with 1,700-step autonomous agent capabilities.
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
Meet Gemma 4: Architecture, Origins, and What It Means for Open AI Models
I just posted yesterday Local AI Sovereignty: Deploying Ollama, Gemma 4, OpenWebUI, and n8n and I used Gemma 4 locally on Ollama. Someone asked me a good question: What and Why Gemma 4 Large language models (LLMs) have rapidly evolved from research concepts into foundational tools for modern work. Gemma 4 represents one of the…
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Windows Autopilot v2 (Device Preparation) How to do it
Checkout my other blogs about Windows Autopilot Windows Autopilot device preparation (sometimes called V2 or “next-gen” Autopilot) in Microsoft Intune streamlines deployment by allowing IT to pre-configure apps, settings, and security policies , resulting in faster user-driven Microsoft Entra joins without needing hardware hash uploads. Please see: Windows Autopilot: Moving to v2 (Device Preparation) The…
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Claude What Changed and What It Means
Did Anthropic just send a warning shot to all Agent builders? Impacts to OpenRouter, Cursor, Agent Zero, and OpenClaw For a while, many people used Claude models through third-party tools as if a normal subscription was enough to power everything. That is changing fast. Anthropic has now clarified that Claude subscription access is meant for…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
What Kind of Computer Do I need to run Gemma 4 Locally
I just posted yesterday Local AI Sovereignty: Deploying Ollama, Gemma 4, OpenWebUI, and n8n and I used Gemma 4 locally on Ollama. Someone asked me a good question: What size computer (Windows PC) do I need tor it? What size computer do you need for Gemma 4? Google’s April 2026 release of Gemma 4 changed…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
Local AI Sovereignty: Deploying Ollama, Gemma 4, OpenWebUI, and n8n
With 64GB of RAM and the latest Ryzen AI silicon, you are no longer a mere consumer of AI—you are a host. This setup leverages AMD’s XDNA architecture to run Gemma 4 and / or and Qwen 3.5 locally, ensuring your data never leaves your machine while providing a professional-grade automation suite via Docker. This…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Journey | Tips, Tools & Resources
Journey into AI-Generated Audiobooks
The Milestone: I Published My Book. Now What? – There is no feeling quite like seeing your book live on Amazon. But as soon as my eBook and print versions were available, the same suggestion kept popping up: “Where is the audiobook?” In today’s fast-paced world, readers are often actually “listeners.” They consume stories during…
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KDP Advertising Blueprint (2026)
Launching High-Margin “Short Reads” In the current KDP market, AI-assisted “Short Reads” (25–50 pages) are a high-efficiency play. However, because these books are shorter, your advertising strategy must be mathematically perfect to ensure the cost of the click doesn’t swallow your profit. This guide outlines a 19-day “Launch & Learn” phase designed to find your…
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What Is NemoClaw / OpenClaw and How Are They Different?
AI agents are moving fast from demos to real workflows. Two names that keep coming up are OpenClaw and NemoClaw, and they are often mentioned together because NemoClaw is built as a security-focused layer around OpenClaw. What is OpenClaw? OpenClaw is an open-source AI agent framework that runs on your own hardware and connects AI…
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What Are Foundational AI Models and Why They Matter
ALthough not much has changed, I am revisiting this topic ( Original 2024 post: What are LLMS ) as it has been a while, players and concepts are clearer now, Hope this helps! What Exactly Is a Foundational Model? A foundational model is a powerful, general-purpose system trained on enormous amounts of information, designed to…
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Microsoft 365 Copilot Notebooks: Context-Aware AI Collaboration
Imagine having an intelligent assistant that doesn’t just answer questions, but understands the full context of your projects, your OneNote files. synthesizes information across sources, and helps you brainstorm, draft, and visualize ideas. Microsoft 365 Copilot Notebooks is designed to do exactly that. This new capability, integrated into the Microsoft 365 ecosystem, represents a major…
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Microsoft Copilot Evolution – March 2026 UPDATE
Summary: March 2026 Microsoft’s Copilot Reorg: What It Means for Microsoft 365 Copilot and Power Platform On March 17, 2026, Microsoft announced a significant reorganization of its Copilot efforts, aimed at turning Copilot from a collection of related features into a coherent, end‑to‑end AI system across consumer and enterprise products. For technical audiences working with…
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From Code Assistant to Autonomous Hustler
Architecting the Ultimate Solo AI Partner for Client Acquisition As a technical solopreneur running an independent web infrastructure shop, you manage a fragile, complex balance. On any given day, you are the lead system architect tracking PHP memory drops, the front-end developer polishing complex JavaScript loops, the security engineer hardening WordPress installations, and the helpdesk…
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Is Your Business Ready for the New Rules of IT?
For most business leaders, IT used to be simple to understand, even if it wasn’t simple to manage: you had a problem, you called someone, they fixed it, you paid for the time. Reliable, predictable, and slow. That model is over. Not because the technology changed — though it has, dramatically — but because what…
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Managing IT Services in the AI Era
You’ve probably sat through the pitch. Every IT services vendor you work with — or are evaluating — now leads with AI. Faster delivery. Smarter automation. Outcome-based everything. Some of it is real. A lot of it is repackaging. And as the person responsible for making these relationships actually work, the pressure is on you…
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Why IT Services Are Reimagining Themselves for the AI Era
For decades, the IT services industry ran on a simple and reliable engine: specialized knowledge, sold by the hour, delivered by people. It worked. Until it didn’t. We are now deep enough into 2026 to say this with confidence: the AI era isn’t coming for IT services — it’s already here. And the organizations navigating…
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OpenClaw its Good but AgentZero is my choice
OpenClaw (formerly known as Clawdbot, Moltbot). It’s remarkable how quickly a tool can become indispensable once you integrate it into your daily routine. I still remember my first week using it—curiously has taken the productivity world by storm, and for good reason! With its impressive range of features, it has captured the attention of countless…
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Lean AI Agent Server from an old computer
A few weeks ago, I stared at my old, underutilized mini-PC. It sports a modest Quad-Core 2.0GHz Intel CPU (Family 6, Model 9c) paired with 8GB of RAM. Under Windows 11, the machine was usable but slow. The operating overhead were choking the hardware before I could even launch an application. I wanted to repurpose…
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Streamlining Agent Zero: Skill Errors Back to Basics
When I first started experimenting with Agent Zero, I wanted to keep things totally “temporary” and isolated from my own data. My mindset was simple: I didn’t want the Docker container saving any clutter to my computer. I wanted it to start fresh every time. For a few days, this worked well. Agent Zero was…
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Why Passkeys Are Becoming Essential for Online Security
Lately I have been noticing so many sites asking to move from passwords to passkeys. As our digital landscape evolves, the need for stronger authentication methods has never been more critical. Passkeys are emerging as a robust alternative to traditional passwords, promising enhanced security and a user-friendly experience. Passkeys Replace “What You Know” with “What…
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The Invisible World of Memory Manufacturing
If you’ve been shopping for a new laptop, smartphone, or gaming rig lately, you’ve likely noticed a trend that hurts the wallet: prices are climbing. While we often blame inflation or “new features” for these hikes, a massive portion of these costs is tied to the invisible, incredibly complex world of memory manufacturing the demand…
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The Copilot Prompt Collective – Learning from Others
Learning from others is the fastest way to realize what can be done. Instead of reinventing the wheel every time you sit down to work, you can stand on the shoulders of those who have already tested the ropes. This collection brings together GitHub repositories, video tutorials, and community forums so you can skip the…
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LinkedIn vs Substack: Where Should You Publish Your Content?
If you’re creating content online, one question shows up almost immediately: should you publish on LinkedIn or Substack? It sounds like a simple choice—but it isn’t. These platforms serve fundamentally different purposes, and understanding that difference can completely change how your content performs. The Core Difference At a glance, the distinction is straightforward: LinkedIn is…
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Unlocking the Potential of AI with the Dell ProMax GB10
AI development is rapidly shifting from cloud-first workflows to hybrid and fully local environments. Rising API costs, data privacy concerns, and the demand for low-latency inference are pushing organizations and developers to rethink where their models run. The Dell Pro Max with GB10 Desktop, enters this space as a compact, desk-side AI workstation designed to…
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WordPress Maintenance: Fleet Management Update 2026
f you’ve been following my journey for a while, you might remember my original post about managing multiple WordPress sites. Back then, having three or four sites felt like a lot. Fast forward to today, and if you’re a developer, agency owner, or even a serial hobbyist, that number has likely tripled. The problem remains…
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Top-Performing Stocks: Historical Total Return Comparison
5-Year, 10-Year & 20-Year top Performing Stocks. Historical Total Return Comparison (As of March 2026) Data Note: Sourced from financecharts.com, YCharts, Visual Capitalist, and U.S. News. Returns include reinvested dividends. Exact figures vary slightly by source and measurement date. An update to my previous posts about Stock Performance Great addition. Comparing individual stock “moonshots” to…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
My Journey to a Self-Hosted Web Search
For months, I’ve been refining my local AI lab. I had the hardware dialed in—my AMD Ryzen AI processor, 128GB of RAM, running Ollama and Open WebUI like a dream. But I kept hitting the “invisible wall.” Every time I asked my local agents for the morning’s technical headlines or a deep dive into a…
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Starting a New Year — A Little Less Invincible
Originally posted on my JorgeDiaries Substack | This is a continuation of the journal of my recovery process, since my previous blog, “Doing Embarrassingly Well”. I sit here finally getting down to write about something I’ve been thinking about for a few days now — the start of a new year in my life. As…
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The Viral AI Singer Who IS NOT Real
In late 2025, millions of people fell in love with a soulful, bearded country-gospel singer named Michael Bennett. His emotional performances — framed as America’s Got Talent auditions — dominated TikTok, Facebook, and YouTube feeds. Viewers cried, shared, and commented that his songs about faith, loss, and fatherhood “felt too real to be fake.” 4/17/2026 – Update: See…
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The Night Robots Stopped Being Science Fiction
I’ve watched a lot of tech demos over the years — sleek product launches, carefully edited research clips, the usual cycle of “proof of concept” presentations that never quite feel real. But nothing prepared me for the moment I saw a fleet of humanoid robots land synchronized backflips on live television. My jaw didn’t just drop;…
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The 2026 Gmail Overhaul: Why Your Inbox Will Never Be the Same
I wrote this article a few days ago: The End of an Era for Gmail POP3 or Gmailify in which I outlined one of many different changes Gmail is undergoing in 2026. For twenty years, your Gmail address was essentially “permanent ink.” If you chose skater_kid2004@gmail.com as a teenager, you were largely stuck with it—unless…
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Building Your Own Tech Stock Trading Agent
I started an experiment today… We’ve all seen the flashy trading bots promising “1000% returns,” but usually, those come with a hefty subscription fee and a black box where your data goes to die. If you’re already running a local agent (via Ollama, LM Studio, AgentZero or a custom build one), you’re sitting on untapped…
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Why Your Next AI Assistant Needs to Live on Your Hardware
The buzz around Artificial Intelligence is everywhere, but the conversation is shifting. We are moving away from “chatbots in a browser” and toward Local AI Agents—personalized assistants that live on your device and work for your individual productivity. As we enter 2026, the winner in this space isn’t just the company with the smartest code;…
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The End of an Era for Gmail POP3 or Gmailify Imports
For years, many of us have used Gmail as a “central hub” for all our email addresses. Whether it was a personal, side-project or work address the ability to “Check mail from other accounts” via POP3 or “Gmailify” made life easy. See my other blog posts about gmail However, Google recently announced a major shift…
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The Cost of 460 Million Tokens – Understanding Tokens, Token Types
I written a few posts about tokens in the past, but as a follow up to my post: LLM Usage Stats on My Development Spree where I spent about $120 during a 45 day period to code using Kilo Code I got curious and dove a little bit more into what the cost of what…
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LLM Usage Stats on My Development Spree
As technologies, we’re constantly seeking tools that enhance our productivity, accelerate our workflows, and ultimately, help us bring ideas to life faster. Over a period of about 45 days, I embarked on an intense development sprint, leveraging AI models and a specialized coding assistant, Kilo Code, to build four distinct applications now successfully deployed in…
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Local AI, Agentic Experiments, and Blown Minds
This blog post discusses the author’s journey into the world of local AI and agentic experiments. Starting with “vibe coding” and coding agents last year, the author then discovered AgentZero, a local, self-contained AI agent in a Docker container, which allowed for cloud-independent experimentation. In January, the author moved on to ClawdBot (now OpenClaw), another…
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Why is Apple’s Unified Memory So Popular for Local AI
Apple’s Unified Memory has been a game-changer for Local AI and Everyone Else is Catching Up.. The buzz around Artificial Intelligence is everywhere, and one of the most exciting frontiers is “Local AI” – running powerful AI models directly on your device, without sending your data to the cloud. If you’ve been following the developments,…
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How to Enable Email Sending in Agent Zero (Gmail Setup Guide)
Let your AI assistant send emails on your behalf — in minutes. Agent Zero is a powerful AI framework that can automate tasks, run code, browse the web, and much more. But one capability many users overlook is email sending — and it’s surprisingly easy to set up. This guide walks you through enabling Gmail-based…
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Tonto National Forest Off Roading
We went to the Forest Service Tonto National Forest Cave Creek Ranger Station today to find out what we needed to discover the area’s off-road “amenities” So much to explore! Looking forward to it!
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Don’t Mess with the Monkeys
A Childhood Memory from a Costa Rica That No Longer Exists Originally Published on my JorgeDiaries Substack here I know this is progress, but on a recent vacation to Costa Rica, I was shocked by how little of the old country remains. You can still catch glimpses of it here and there, but so much…
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OpenClaw: What It Is and How It Works
OpenClaw was first introduced in November 2025 by Austrian developer Peter Steinberger, who originally published it under the name Clawdbot before later rebranding it. Since then, it has grown into one of the fastest-rising open-source AI agent projects, with coverage reporting massive GitHub growth, heavy traffic, and broad developer interest. What is OpenClaw? OpenClaw is…
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Microsoft 365 Apps Naming Decoding (Jan 2026)
Decoding Microsoft 365 Licensing Names: A Practical Guide for IT Directors (2026) Microsoft’s productivity stack is simpler to manage than ever—but its naming conventions remain anything but. Between Office 365, Microsoft 365 Apps, Microsoft 365 Copilot app, Business and Enterprise plans, even veteran IT leaders can get caught in terminology tangles. This post gives you…
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Who Owns Greenland?
The Surprising Truth About Land, Homes, and Money on the World’s Largest Island I’ve been following the news about Greenland lately and honestly; it’s been wild to watch. I wanted to speak more clearly about what’s actually happening, so I did a little deep dive into the facts. The results of my research were so…
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Managing Linux Devices with Microsoft Intune
For years, the phrase device management was nearly synonymous with Windows. As macOS and mobile platforms matured, they were brought into the enterprise management stack, but Linux remained a persistent outlier—the “Wild West” of the corporate network. That reality has changed. With the rise of DevOps, data science, security engineering, and cloud‑native development, Linux is…
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How I Installed Agent Zero After My 2-Week Test
When I first started experimenting with Agent Zero, my goal was to keep everything temporary and isolated. I did not want the container leaving clutter on my computer, and I wanted a setup that could start fresh every time. For the first few days, that worked perfectly. Agent Zero was still new to me, and…
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Microsoft 365 Pricing Changes in 2026: What They Mean for Intune
Microsoft is introducing broad changes to Microsoft 365 in 2026 that go beyond Intune, combining a noticeable price increase with a push toward more tightly integrated security, collaboration, and AI capabilities across the suite. Core plans like Microsoft 365 E3 and E5 are gaining enhanced features in areas such as threat protection, data security, and…
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Balancing One-Click Access with Data Privacy
This is part of my continuous learning on my DevLog topic. When managing a private community directory—containing sensitive member details like names, home addresses, and personal emails—the biggest hurdle is access friction. You want your group members (whether they are on Facebook, WhatsApp, or Slack) to click a link and get in instantly. However, standard…
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Getting to Know Your AgentZero Setup (After Installation)
You have AgentZero installed and running. Now what? Before you start delegating tasks and building automated workflows, it helps to understand what you actually installed and where everything lives. This guide walks through the file structure, explains how projects work, and shows you where to find the documentation you will inevitably need. What You Actually…
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How to Get Amazon Book Reviews in 2026
Amazon reviews are one of the most important parts of book marketing for indie authors. They provide social proof, help readers decide whether to buy, and can improve your book’s visibility on Amazon. But in 2026, Amazon’s anti-manipulation systems are stricter than ever. That means the old shortcuts no longer work, and the wrong move…
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The Storage Crisis: Why Your Next PC Will Cost
The tech industry is facing an unprecedented shortage that’s about to hit your wallet hard. Industry insiders are calling it the “Storage Apocalypse” or “RAMageddon,” and it’s not just another chip shortage—it’s a fundamental restructuring of the memory market that will reshape PC pricing for years to come. If you’ve been planning a computer upgrade,…
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Master Your Workspace: Windows 11 Virtual Desktops
Multiple Desktops feature in Windows 11 I is super helpful and it is becoming one of those essential pieces in my workflows.
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What Is Agent Zero?
Agent Zero is an open-source AI agent framework that lets users run autonomous AI assistants in their own environment, often inside Docker for isolation and portability. It is designed for tasks like coding, web browsing, research, planning, and tool use, giving it a broader role than a simple chatbot. When It Became Available Agent Zero…
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The Economics of Intelligence (Jan 2026)
Choosing the right LLM isn’t just about performance anymore—it’s about the economics of scale. As we enter 2026, the cost of intelligence is dropping, but the volume of tokens being “burned” is skyrocketing. If you are building an AI-powered application today, understanding the nuances of token consumption is the difference between a profitable product and…
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The Evolution of AI Coding Assistants (as of December 2025)
It has been fascinating to watch the transition from the early days of simple scripts to the complex, self-hosted ecosystems we manage today. If you’ve been following the AI space for any length of time, you know that for years, AI was essentially a “power tool”—something that helped you work faster but still required you…
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Practical AI Use: AI-First Fashion Lab
I finished watching a conversation with Diarra Bousso, founder of DIARRABLU, and I haven’t been able to stop thinking about it. The video was created by the team behind Beyond the Prompt, a podcast and content series that explores how people and organizations are using AI in real work, with a focus on practical stories, frameworks,…
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Dell Pro Max GB10: A Deep Dive into NVIDIA’s Desktop AI Powerhouse
The world of AI development is evolving at breakneck speed, and with it, the hardware designed to fuel its progress. Enter the Dell Pro Max with GB10 Desktop, a fascinating piece of kit that’s carving out a unique niche in the market. This compact AI workstation aims to bring data-center-level performance directly to your desk….
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Christmas Songs Are Way Younger Than You Think
Every December, it happens like clockwork. You turn on the radio, pour a cup of hot chocolate, and suddenly you’re surrounded by Christmas songs that feel… ancient. Timeless. Like they’ve always existed. Surely these songs must be hundreds of years old, passed down through generations like holiday folklore. Right? Well—surprise —many of the most beloved…
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Vendor Spotlight: Inside the UneeQ Digital Human Operating System
As we navigate late 2025, the AI landscape evolves with lifelike avatars—Digital Humans—transforming business interactions. Discover their potential and key technologies.
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Understanding RAG ChatBot Operating Costs: A Practical Guide
Back in 2024 I wrote a blog post: How Much Does It Cost to Operate AI ChatBots? Today I am updating it with a bit more knowledge and information and pointing you to the calcultor I have created and use to explain this concept. Introduction Building a Retrieval-Augmented Generation (RAG) chatbot is an exciting venture,…
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Beyond the Chatbot: Understanding the World of Digital Humans
As we navigate late 2025, the AI landscape evolves with lifelike avatars—Digital Humans—transforming business interactions. Discover their potential and key technologies.
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Configuration Manager: A History of Names
For more on Configuration Manager Click Here For nearly three decades, Microsoft Configuration Manager has been a cornerstone of enterprise device management. From its origins as Systems Management Server (SMS) to its evolution into System Center Configuration Manager and today’s Microsoft Configuration Manager, the product has played a critical role in how organizations deploy operating…
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From Vibe Coding to Coding Partner
For the past couple of years, I’ve written and spoken a lot about my AI discovery journey — explaining what AI really is. Not magic, but a system, a platform, a powerful set of tools. What I haven’t talked about much is how that journey has changed the way I code. This is that story. The Vibe Coding Phase…
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Microsoft Configuration Manager Moves to an Annual Release Cadence
For more on Configuration Manager Click Here On November 5, 2025, Microsoft has officially announced a significant change to the release model for Microsoft Configuration Manager (ConfigMgr). Beginning in 2026, the product will transition from its long-standing semi-annual release cadence to a single annual major release. This change brings greater predictability for IT teams and…
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What the Wright Brothers Can Teach Us About AI’s Future
I also wrote a shorter version on my Substack Newsletter From Kitty Hawk to Silicon Valley The departure board at Atlanta’s Hartsfield-Jackson flickers with destinations: Seoul, Amsterdam, São Paulo. I’m wedged into a terminal restaurant booth, laptop open, working on an application while my flight boards in forty minutes. On my screen, a local AI…
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Building the Ultimate Private AI Lab
As a follow up to my How to Host Multiple Public Websites on Your Windows PC a few months bac, I am writing this one If you want to move away from expensive AI subscriptions and bring your data back home, building a local AI home lab is the answer. Today, I’m documenting how I…
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Moving to GitHub Container Registry (GHCR)
If you’re a developer working with containers, chances are Docker Hub has been your go-to for years. It’s the default, the familiar, and for many, the “it just works” solution for storing and distributing Docker images. But if you’re like me, and vibe coding, Coding Assistants has moved to doing and deploying so many of…
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Windows Autopatch 2025 Edition
This is a long overdue update to my 2022 Windows Autopatch blog post when it was just released to beta. Windows Autopatch is a cloud-based service integrated into Microsoft Intune that automates the update lifecycle for Windows, Microsoft 365 Apps for enterprise, Microsoft Edge, and Microsoft Teams. By leveraging existing Intune capabilities, it transitions organizations…
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Google Antigravity Additional Terms of Service
Google Antigravity Additional Terms of Service BY CLICKING “I ACCEPT,” SIGNING AN ORDER FORM THAT REFERENCES THESE TERMS OFSERVICE, OR BY DOWNLOADING, INSTALLING, OR OTHERWISE ACCESSING OR USING THEGOOGLE ANTIGRAVITY SERVICES (HEREIN REFERRED TO AS THE “SERVICE”), YOU AGREETHAT YOU HAVE READ AND UNDERSTOOD, AND, AS A CONDITION TO YOUR USE OF THESERVICE, YOU AGREE…
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Cave Creek Arizona Business Licensing
Originally posted on 35sites.com -Guide to Cave Creek,AZ Business Licensing Starting a small business can be exciting, but local and state licensing rules can be confusing, especially if you work from home or sell online. If your business is based in Cave Creek, Arizona, this guide explains exactly what licenses you may need, why they are…
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What If You Invested $1,000 in the Right Stocks 20 Years Ago?
When he was 11 years old (he is now 34), my son came from an afternoon’s playdate at a friend’s house af, and told us over dinner to invest in Google. That was when way back when google was just a search engine and I was helping companies trying to keep the internet out of…
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Teams vs. Viva: Understanding the Difference and When to Use Each
Imagine stepping into a bustling office where every corner buzzes with different kinds of energy. Some areas are quiet, rooms filled with serious meetings; others hum with the mingling of people sharing ideas and building community bonds. In many ways, this is how Microsoft Teams and Viva coexist within the Microsoft 365 ecosystem, each creating…
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Portainer Agent on Windows: Fixing LAN Access
Portainer makes managing Docker containers simple, and the Portainer Agent allows you to manage multiple Docker hosts from a central Portainer instance. But if you’re running Docker Desktop on Windows, making the agent accessible from other computers on your local network can be tricky. In this post, I show how to solve this common LAN…
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RFID How it works / Use Cases
Modern Devices Management and Unified Endpoint Management has been on the fast lane given the remote work / work from home initiatives forced by the pandemic worldwide.
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Updating Docker Containers
You can manage many devices using docker remotely with Portainer. However Portainer does not have the ability to check if there are updates and actually update containers within Docker. Up until a few months ago, there was a script which I have used for years to do this called: watchtower. Unfortunately, watchtower is not being…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
Taming Your Knowledge: Choosing the Right Tool
In an era of information overload, finding the right home for your thoughts is more important than ever. Whether you are building a Second Brain, managing complex projects, or simply looking to organize your digital life, the market is flooded with options. I have been trying to organize information since the dawn of time, testing…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
The Two Worlds of Search: Web Results vs. Vector Databases
To understand how to build a truly effective AI agent, you must first acknowledge the core constraint of the Large Language Model (LLM) itself. “LLMs are ‘frozen’ in time as of their training data (The Training Cut-off).” Think of an LLM as a massive, read-only database. During its “training” phase, it reads a significant portion…
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The Day Payroll Almost Didn’t Happen
“Are we getting paid today?” Originally Published on my JorgeDiaries Substack here In my early 20s, I worked for a company that delivered “timeshare computing.” This was long before Software as a Service (SaaS) was a buzzword. We installed physical terminals at client sites and connected them back to our servers via modems. It was…
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AI & Emerging Technology | AI Learnings Series | Guides & Resources | Tech Talk | Tips, Tools & Resources
Understanding LLM Mixture of Experts (MoE)
When you hear about the latest large language models (LLMs)—like GPT-4, Claude, or Gemini—it’s easy to feel overwhelmed by their sheer scale. These models contain billions, sometimes trillions, of parameters. This incredible size is what gives them their broad capabilities—from writing code and summarizing texts to answering complex questions and creating poetry. But that scale…
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The Thinking Power of Claude Sonnet 4.5
A while ago, I was working on a tool to get my personal WordPress sites to backup to HTM. Learning the limits of Vibe Coding and specifically the capabilities of different LLMs. It started as a simple project, but with all of the things to consider (WordPress, templates, and everything that WordPress thoughts at the…
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Gumroad vs. Patreon: A Quick Comparison
In today’s digital economy, content creators are always searching for efficient ways to monetize their work. Gumroad and Patreon are two popular platforms that enable creators to turn their passions into income streams. Both support one-time payments and recurring revenue, but they emphasize different models and experiences, so it’s important to understand how they compare….
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How to Open and Read Publisher (.pub) Files on a Mac
Microsoft officially retired Publisher in 2026, ending support for the application across all platforms (Read my blog other posts on Microsoft Publisher Because Microsoft Publisher is not available for macOS, you cannot open .pub files natively using default Apple or Microsoft Office for Mac software. As of 2026, the best ways to read these files…
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Plagiarism and AI Content Generation: What You Need to Know
Artificial intelligence has transformed how content is created. Whether blogging, preparing academic essays, compiling business reports, or launching marketing campaigns, AI tools like ChatGPT make writing faster and easier. However, this convenience raises a crucial question: What happens when AI and plagiarism intersect? What Is Plagiarism? Plagiarism is using someone else’s words, ideas, or creative…
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Coding with No Code & Vibe Coding Tools as of August 2025
Many of us have already experienced the power of AI in writing code—tools that suggest lines, fix syntax errors, or even generate entire functions have become increasingly common. However, “vibe coding” represents a new paradigm that goes well beyond simple assistance. Coined by Andrej Karpathy in early 2025, vibe coding allows developers—and even non-developers—to build…
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Accenture’s Big AI Shift: Tough Cuts Now, Brighter Future Ahead
The announcement of Accenture’s layoffs of over 11,000 employees was made public on September 28, 2025. This move is part of a strategic AI-focused restructuring program aimed at aligning the workforce with the company’s AI-driven future. CEO Julie Sweet outlined the plan during an earnings call CNBC, 2025-09-26. Why the Layoffs Happened: Closing the Skills Gap CEO Julie Sweet has been clear: these changes are about skills. Accenture is…
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Local AI PCs – Resource Videos
Companion post to my blog Guide to Local AI: Picking a PC in September 2025 A few Videos I have found interesting in my research AMD Ryzeon AI PRO MAX Best AI Mini PC Deep Dives into Nvidia’s DGX Spark GB10 Video 2 Building AI Rigs for Rent (salad.com) Building an AI MAchine!(with MicroCenter’s help)…
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Why PC Stalls When AI Writes Code
I’m a freelance developer (well, kind of semi-professional, “Pro-am coder“, “Weekend and late nights warrior developer“) who loves to vibe code with AI. My go-to teammates are tools like Gemini and Claude, which I rely on for code generation and solving complex problems. It’s an amazing workflow—at least until the moment the AI drops a…
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Black Rock Coffee WiFi Agreement
Wireless Access Terms and Conditions IMPORTANT! PLEASE READ CAREFULLY BEFORE USING. YOUR USE OF THE SERVICES IS YOUR ACKNOWLEDGMENT AND AGREEMENT THAT YOU AGREE WITH THE TERMS SET FORTH BELOW ACCEPTANCE OF TERMS THROUGH USE By using these services (the “Services”), you agree to all terms, conditions, and notices contained herein. This site is operated…
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Guide to Local AI: Picking a PC in September 2025
The future of AI isn’t just in the cloud; it’s right on your desktop. Running AI models locally offers unparalleled privacy, speed, and creative freedom. But with so many options from AMD, Intel, and Apple, how do you choose the best “Local AI PC” for you? Let’s break down the leading architectures and what they…
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The Small Model Paradox: Solving the Local AI Context Crunch
I love to experiment, tear things apart, and figure out exactly how things work under the hood. For me, the best way to truly understand a technology is by doing—which is why I prefer developing my own custom tools rather than just relying on pre-built software. While some polished front-end interfaces already have built-in memory…
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Do You Own That AI-Generated Content? Think Again
Copyright and AI wasn’t even on my radar until I stumbled across Jason Calacanis This Week in Startups podcast episode. I use AI tools like everyone else, but I’d never stopped to think about the legal side of things. Big mistake. I clicked on Jason’s podcast expecting maybe some light tech discussion. Instead, I found…
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The Hidden Costs of Data Centers and Chip Fabs Buildup
The 21st century is rapidly being reshaped by Artificial Intelligence, leading to the adage that “compute is the new oil”. This era of unprecedented growth, however, comes with a massive demand for infrastructure—specifically, colossal data centers and advanced microchip manufacturing facilities. While the promise of technological advancement is exciting, the rapid buildout across the USA…
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OneNote – The New Old Name
Starting October 14, 2025, Microsoft will end support for OneNote for Windows 10, making it read-only. The ONLY officially supported version moving forward is simply called OneNote—no year or edition attached. Previously known as “OneNote 2016,” this desktop app is included with Microsoft 365, Office 2019, Office 2021, and Office 2024, and is also available…
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Anthropic’s “5-Hour Cap”: Demystifying Execution Minutes for Vibe Coders
I wrote about vibe coding and how much I enjoyed it back in February 2025 and since I been writing about my vibe coding experience So, if you’ve jumped on the “vibe coding” train – that incredible, intuitive workflow where an AI assistant helps you sculpt code from natural language. It’s powerful, it’s fast, and…
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Unpacking NVIDIA’s GPU Maze: Quadro vs. RTX A-Series vs. GeForce RTX
Coming from a personal experience, this was confusing, and it took me a while to figure out. If you’ve are looking into running AI locally, upgrading a workstation, or even just buying a powerful GPU, you’ve probably run into NVIDIA’s confusing lineup: the old Quadro cards, the modern RTX A-Series, and the consumer-focused GeForce RTX….
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How OpenAI is Consolidating Models into GPT-5
Back in August I wrote about The Launch of GPT-5: A New Leap in AI Intelligence and before that OpenAI Slashes o3 Model Prices by 80%: What It Means This time I am writing about how the very confusing naming convention OpenAI Models is now consolidating into one. For years, developers and businesses have managed…
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AI Is Changing the Game for SMBs in 2025
Artificial intelligence (AI) is no longer just a buzzword for small and medium businesses (SMBs)—it’s rapidly becoming central to how they operate, compete, and grow. The past two weeks have brought a surge of news and studies highlighting AI’s transformative effects. Here’s what’s most important for SMBs right now. Check out my Resources for Learning…
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MIT Report The GenAI Divide: A Cautionary Tale or a Misleading Snapshot?
The MIT report “The GenAI Divide: State of AI in Business 2025,” published in April, has been making waves ever since. By August, its headline claim—that 95% of generative AI projects fail to deliver measurable returns—was being echoed across headlines, conferences, and boardrooms. It’s a striking message, but one that deserves closer examination, especially given the limitations…
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Understanding Docker Hub Limits and Docker Layers
Why Does Docker Say “Layer Already Exists”? (The Magic of Efficient Pushing) If you’ve ever pushed an image to Docker Hub and noticed the terminal scrolling through lines of “Layer already exists,” you might have wondered if something went wrong. Actually, that message is a sign that Docker is working exactly as intended. It’s the…
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Embracing New Skills: Navigating the Evolving Landscape of Work with AI
As we continue to witness the rapid transformation of industries through the advent of artificial intelligence (AI), it becomes increasingly critical for professionals to adopt new skills. This shift not only improves efficiency but also drives us toward higher value activities by reducing time spent on “work about work.” It’s a journey towards specialization, where…
