If you have used a standard AI chat interface, you are probably familiar with traditional prompting. You type a question, wait a few seconds, and get an answer. If the answer is wrong, you type another prompt to fix it. This is called “single-shot” prompting, and while it feels magical at first, it has a…
For the better part of a decade, Nvidia has dominated the artificial intelligence (AI) landscape, not just with high-performance graphics cards but by building an ecosystem that locked in developers and researchers. Anyone looking to engage in serious AI development was expected to pay the hefty “Nvidia tax.” I have written before about the NVIDIA…
Time to revisit The Rise of the Enterprise Token Broker blog post The AI Gateway—the centralized “Token Broker”. I’ll be honest: writing this post feels a little like breaking up with someone you genuinely like. OpenRouter has been part of my daily workflow for two and a half years. It solved a real problem, it…
The landscape of software development has undergone a radical transformation in the last few years. As AI evolves from simple autocomplete to autonomous agentic workflows, the tools we use to build software have shifted from passive plugins to active collaborators. 1. The Origins: Codeium and the Autocomplete Era The journey began with Codeium (originally developed…
For the past few years, most people have thought of AI as a chatbot. You ask a question, receive an answer, and the interaction ends there. A new category of technology is changing that model entirely. I have been writing about this for a while — I think my frst post was back in December…
Imagine a highly skilled, tireless digital employee sitting next to you. You do not need to teach it Python, you do not need to show it how to navigate APIs, and you do not need to write a single line of code to get it to build a workflow. You just talk to it. This…
I have been using Agent Zero, but after watching the many reviews, I got curious about Hermes and decided to give it a try as a container on my Ryzen AI PC. Running autonomous agent architectures completely locally on consumer hardware is the absolute frontier of modern AI engineering. Moving from terminal-centric frameworks like Agent…
Everything You Need to Know About Massive Gemini Overhaul If you’ve been treating AI like a highly advanced search engine or a neat copyeditor, Google just drew a massive line in the sand. At Google I/O 2026 (May 19 through May 20, 2026), the narrative completely shifted. The era of passive, text-in, text-out chatbots is…
Here is your comprehensive, fully revised, and complete blog post. For years, the discourse around Artificial Intelligence was dominated by the idea of the “Prompt Engineer”—the person who spent their time hunting for the exact combination of words, trigger phrases, and formatting tricks to coax a brittle model into producing a decent answer. If you…
The workplace is moving beyond chatbots and into a new category of software: digital coworkers. These are AI systems that do more than answer questions; they can execute background tasks, manage files, coordinate workflows, and keep working on complex jobs with less step-by-step prompting. What makes this shift important is simple: instead of asking AI…
There was a time when choosing an LLM provider was simple: you grabbed an OpenAI API key, plugged it into your environment variables, and started building. But the landscape has fundamentally shifted. Today, building production-ready AI agents or managing complex enterprise workflows requires navigating a sprawling, fragmented ecosystem. On any given day, your architecture might…
As enterprises scale their AI operations from experimental “playgrounds” to full-scale agentic workflows, a new bottleneck has emerged: Token Controlling and API Key Chaos. With teams of 6–10 developers or automated agents hitting multiple providers (OpenAI, Anthropic, Gemini) and local servers simultaneously, managing individual accounts is no longer viable. Enter the AI Gateway—the centralized “Token…
Back in 2024 I wrote a blog post: How Much Does It Cost to Operate AI ChatBots? As we move into the new era of the token economy, the conversations, about tokens costs and power are very much part of the story. A useful model must account for real model pricing, utilization, infrastructure, performance, and…
Starting with the May 2026 security update, any developer can register AI agents via Windows.UI.Shell.Tasks API to appear alongside Copilot. Users invoke with “@” in search, monitor chain-of-thought via hover. This positions Windows as the OS for agents, not just AI features. In a move bigger than another Copilot tweak, Microsoft is turning Windows 11…
As organizations move from experimenting with AI assistants to deploying autonomous and semi‑autonomous agents, a new challenge emerges: governing what those agents actually do at runtime.This isn’t about who built an agent—it’s about what it can access, what actions it can take, and whether it’s operating safely inside the enterprise. That’s the problem Microsoft Agent…
ServiceNow AI Control Tower is a centralized governance and oversight platform designed to give enterprises visibility, control, and accountability over AI systems across their organization. Launched at Knowledge 2025, it addresses a critical challenge facing large enterprises: the inability to see, manage, and govern the rapidly expanding fleet of AI agents and models running throughout…
The AI orchestration market is projected to grow from $11.02 billion in 2025 to $30.23 billion by 2030, with a compound annual growth rate of 22.3%. This rapid growth is attracting investment from both specialized AI companies and large platform vendors, creating a crowded and evolving competitive field. Please see companion blog posts on Microsoft…
It is funny how things change… a couple of days ago I posted about: Microsoft Copilot Growing Up – How to remove Copilot from your Device , and today… At a recent showcase in Sydney, Microsoft unveiled a glimpse into the next evolution of productivity: Agentic AI. This isn’t just about a chatbot answering questions;…
To learn more about Local AI topics, check out related posts in the Local AI Series In the landscape of Generative AI, Retrieval-Augmented Generation (RAG), and semantic search systems, vector databases have shifted from niche machine learning tooling to core backend infrastructure. At the center of almost every architectural evaluation sits a classic engineering dilemma: Should…
For the last few months, I’ve been working on a new book series called AI: Don’t Just Chat. I wrote it because the pace of AI has become exhausting for a lot of people. The tools change constantly. The advice shifts. What worked a few months ago can already feel outdated. Even people who are deep…
To learn more about Local AI topics, check out related posts in the Local AI Series If you are using Agent Zero and suddenly see this error, you are not alone: “`text ValueError: Could not find document for id 6oqX1vwBxV, got ID 6oqX1vwBxV not found. “` This problem can show up repeatedly, sometimes with different document…
How the End of Information Scarcity is Redefining Human Value. It’s Not About Technical Skills Anymore A couple of days ago I wrote a blog post called The Economics of Free and Infinite Knowledge This one is follow-up to that one. For decades, the IT consulting world operated on a simple premise: bring the smartest…
How the End of Information Scarcity is Redefining Human Value. For centuries, progress has been driven by closing gaps—between effort and output, knowledge and decision, intention and execution. But a new dynamic is emerging: Artificial Intelligence isn’t just erasing the gap in what we know; it’s erasing the gap in what we can do. We’ve…
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.
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…
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…
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…
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…
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…
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…
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…
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…
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;…
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…
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,…
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…
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…
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…
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…
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…
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…
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…
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…
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,…
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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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…
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…
Overview This is the executive summary from the Jorge Pereira’s point-of-view / whitepaper on the Student Lab for AI Learning which outlines the potential strategy to establishment of a Student AI Lab designed as a collaborative learning environment where students and staff explore artificial intelligence technologies spanning foundational principles through advanced applications. The proposed lab…
Just a few weeks back Open AI slashed the prices for using several of their existing models. This past week, on August 7, 2025, OpenAI officially launched GPT-5, the latest and most advanced iteration of its flagship language model. This release marks a significant milestone in artificial intelligence, with GPT-5 introducing unified advanced reasoning and…
Summary originally generated with Microsoft Copilot As AI agents become more common in the workplace, especially within Microsoft 365, it’s crucial to manage them securely and effectively. AI agents are transforming how we work—automating tasks, improving decision-making, and enhancing collaboration. But with great power comes great responsibility. The recently published (last week) Microsoft’s Agent Governance…
(Written with the help of my digital research assistants: perplexity.ai and Google Gemini) I’ve always been captivated by the power of open-source tools. For me, they’re far more than just “free software”; they’re a dynamic playground where innovation thrives. I constantly leverage the open-source ecosystem not only to deepen my technical skills and explore cutting-edge…
Note: Written with help of AI, specifically my research assistant: Perplexity.ai and additional input from google Gemini and manus.IM Last week, In my article Beyond AI Agents- AI OS, I wrote about Warmwind as an example of innovative autonomous agents. But in the dynamic and fast-paced world of AI, new approaches constantly emerge that redefine how…
Note: Written with help of AI, specifically my research assisstant: Perplexity.ai The pace of artificial intelligence advancement has been nothing short of breathtaking. From simple automation scripts to sophisticated machine learning models, AI has continually reshaped how we work, communicate, and innovate. Now, we stand at the edge of a the next wave— which this week…
Originally posted on JorgeTechBits Substack My mantra is simple: to keep up with AI, I embrace a culture of experimentation, testing, and side projects. I prefer DOING over merely listening, reading, or watching. (Though I must confess, I do spend a fair amount of time binge-watching YouTube tutorials!) This hands-on approach helps me maintain a…
Originally published on my JorgeTechBits in Substack Check out this blog My AI Learning Journey- How I Started The last couple of years have been exciting, exhilarating, and utterly transformative. Unless you’ve been living under a rock, or you are not around technology, you know the feeling—the ground is shifting beneath our feet, and the…
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The AI landscape is incredibly dynamic, with new versions and capabilities being released constantly. Did you know that over 80% of companies are integrating AI into their processes to stay competitive? Selecting the right AI model is not about finding a single “best” option, but rather about matching the right model—or combination of models—to the…
In May of 2025 Microsoft released a BUNCH of enhancements to their Copilot family of products. Absolutely amazing. I have been keeping track of this and the last time I wrote an update was in November 2024 under the blog The World of Microsoft Copilot Products – Update Nov 2024. You can also see my…
Written with the help of Research assisstant: Perplexity.ai Epic Week for AI! Microsoft Build 2025 took place from May 19 to May 22, 2025, at the Seattle Convention Center while Google I/O 2025 was held concurrently, starting on May 19, 2025, in Mountain View, California. Both Microsoft Build 2025 and Google I/O 2025 showcased major…
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Last year I wrote about what an amazing tool Google Labs NotebookLM is. [ Sidenote: I cannot believe it is still part of Google Labs! ] Well in the last few weeks they have improved it even more! (Just wow!) Google’s AI research assistant, NotebookLM, has rolled out some exciting new features recently! These updates…
What Is MCP? The Model Context Protocol Explained Disclaimer: Written with help of AI, specifically my research assistant: Perplexity.ai In today’s fast-paced digital landscape, businesses depend on seamless integration between software, data systems, and artificial intelligence. Ever feel like your business’s different tools and systems just don’t “talk” to each other? You’ve got your customer list…
In today’s rapidly evolving AI landscape, introducing agent-based AI systems into your organization requires a fundamental rethinking of change management. Unlike traditional software that follows clear rules, AI agents exhibit dynamic behaviors that can shift in subtle ways with each update or interaction. As a business leader, understanding these differences is crucial for successful implementation…
Continue to experiment with different AI things, this blog post was entirely created by Google Gemini Advanced Deep Research. After reading it, decided to just copy and paste to show how amazing it is. – Just wow! The Power of Automated Web Scraping: Fueling AI in the Age of Data The digital landscape is currently…
This blog emphasizes demonstrating tangible results from AI investments, focusing on measurable outcomes like cost reductions, revenue increases, and operational improvements. AI benefits extend beyond direct savings, enhancing productivity, decision-making, customer experience, and operational efficiency. Success with AI requires robust data infrastructure, a phased approach, and continuous improvement. Real-world examples show significant ROI in sectors such as customer service, supply chain, fraud detection, marketing, manufacturing, energy consumption, and talent acquisition.
I have been diving deep and swimming in the lanes of workflow automation tools and workflow automation with AI (sometimes called AI Agents) In today’s fast-paced digital landscape, efficiency and productivity are paramount for both individuals and businesses. One of the most powerful strategies for achieving these goals is workflow automation, which involves using software…
A dramatic shift is reshaping customer service in boardrooms around the world. AI agents are rapidly taking over from human representatives, promising lower costs, faster response times, and 24/7 availability. However, the reality behind the headlines is much more complicated, and some high-profile companies are already dealing with unexpected consequences. Companies Leading the AI Charge…
This is a continuation of my From Traditional Automation to AI Agents & Workflow Automation Tools Explained I wrote a few months back Workflow Automation and AI: Transforming Business Operations Workflow automation and the role of AI in enhancing it are transforming how businesses operate. By streamlining processes and reducing manual intervention, automation increases efficiency…
This is an update to my post: Workflow Automation Tools Explained based on a great YouTube video he published by Stephen G Pope which NAILED the concept…. Kudos to Stephen! AI agents promise to revolutionize automation. However, implementing them without proper understanding can lead to overcomplicated systems that cost more than they save. As someone…
Terms of Service Welcome to Leonardo.Ai! We provide a cloud-based platform (Platform)where you can create images and videos by leveraging our generative AI, train your own AI models among many other things. In these Terms, when we say you or your, we mean both you and any entity you are authorised to represent (such as your employer). When…
It is March 2025 and many organizations have already realized that AI is a strategic business transformation imperative. Many early adopters across industries have moved beyond viewing AI as merely an operational efficiency tool to recognizing it as a fundamental driver of competitive advantage. Companies that initially leveraged AI for efficiency and automation have now…
A familiar question echoing around dinner tables, group chats, and family gatherings—especially from the younger generation these days: “Should I go into software development?” It’s a fair question, and it deserves an honest answer, not a sugar-coated one. Here’s what my general answer is: Yes, software development can still be a rewarding career, but it’s…
I recently ran across this YouTube video featuring Nathaniel Whittlemore, founder and CEO of Superintelligent and host of the AI Daily Brief podcast, discussing the transformative potential of AI agents in business and daily life. Kudos to Tool Use – AI Conversations for their interview and great questions!I have followed NLW for well over a…
Many of us have already experienced the power of AI to help write code. Tools that suggest lines of code, fix syntax errors, and even generate entire functions are becoming commonplace. But “vibe coding” is something different. It’s a leap beyond simple assistance, offering a way to build entire applications, websites, and tools by simply…
Recycling is a sustainable practice that aims to transform waste into new materials. Yet, despite its environmental benefits, recycling is not a simple task. This article delves into why recycling is so hard, examining the intricacies and challenges that make it a complex, yet crucial, aspect of waste management and environmental policy. Barriers to Effective…
Broccoli has emerged as a superfood powerhouse, brimming with nutrients essential to our well-being. This article delves deep into the benefits of incorporating broccoli into your diet, exploring its multitude of health advantages, from antioxidants to vitamin-rich properties. Unearth the secrets of broccoli and how it can contribute to a healthier lifestyle. Nutritional Profile of…
Last week Google AI Studio released a feature that showcases the AI personalized companion use case – It will change How-To Videos, Training Courses and Tutorial videos “industry” 100% Let me explain… Multimodal AI tools like Google’s Gemini 2.0 are poised to disrupt the traditional online education industry, particularly in the area of software tutorials…
The concept of downloadable blueprints is not new, but in the context of AI Agents iit is definitelly something we should pay attention to! Nvidia’s Agentic AI Blueprints represent a significant advancement in making advanced AI integration more accessible for enterprises. Alongside other frameworks like LangChain and Microsoft AutoGen, these tools empower organizations to harness…
Nvidia has made significant announcements regarding Agentic AI during CES 2025, showcasing a range of innovations aimed at enhancing enterprise applications and robotics. Key Highlights from Nvidia’s CES 2025 Presentation Future Implications NVidia CEO, Jensen Huang, predicts that Agentic AI could represent a “multitrillion-dollar opportunity,” fundamentally reshaping how enterprises operate by integrating digital agents into…
Write up done with the help of Google’s NotebookLM ( simply Amazing!) – Check out the Podcast it generated after my research was done. An AI agent is an autonomous system that can make decisions and plan, rather than simply following a set of instructions. AI agents are also able to interact with their environment…
Unlock Your Research Superpowers In today’s world, we’re often swimming—or perhaps drowning—in a sea of information. From research papers and lengthy reports to meeting notes, articles scattered across browser tabs, and hours of video content, simply accessing information isn’t the problem. The real challenge lies in synthesizing it, extracting meaningful insights, and connecting the dots….
