Writing

I write about production AI the way I build it: what the constraint was, which decision mattered, what it cost, and the numbers afterwards. Most of it comes from shipping retrieval and agent systems on .NET and Azure for enterprise customers, and from building products alone. A few posts are experiments from outside work; they sit in their own section.

10 posts · RSS feed · The case studies

From the work

  1. · 12 min read · SoftwareEngineering

    The End of Specialization: Why the Software Industry Is Entering a New Era of Engineering

    The roles are merging, the tools are shifting, and the engineers who thrive will be the ones who think in systems.

  2. · 4 min read · SEO

    Today I Used AI to Make My Portfolio Easier to Find on Google

    How AI Helped Me Improve Portfolio SEO and Performance

  3. · 2 min read · JTBD

    Beyond the Obvious: Understanding True Needs

    The short film "It's Not About The Nail" serves as a poignant metaphor for understanding others, a scenario that resonates deeply in customer service and interpersonal…

  4. · 2 min read · ArtificialIntelligence

    Unraveling the Power of Large Language Models in Customer Review Analysis

    Decoding Customer Sentiments with AI

  5. · 1 min read · ProductDevelopment

    "Show Me the Money!" - Understanding the True Purpose of Your Code

    It's crucial to understand not just the code you're writing or the feature you're adding, but what it actually does – not for you, but for the customer. The client pays for or…

  6. · 1 min read · AI

    Is DeepCoder the End of Human Programmers?

    For those who are yet unacquainted, DeepCoder is an emerging tool that leans on artificial intelligence to solve programming-related problems. In essence, it analyzes the input…

  7. · 1 min read · PersonalDevelopment

    Destructive Traits: How Your Behavior Affects Those Around You

    Inspired by what I've read and resonated with, this article delves into behaviors that can unknowingly harm our relationships. As Cathy Caprino points out in her insightful…

  8. · 1 min read · SelfImprovement

    Debug Yourself: How Lazy Are You?

    Redefining Laziness: A Journey to Self-Motivation

Off the clock

  1. · 3 min read · Troubleshooting

    Today I Used AI to Save Movie Night (Yes, Really)

    How AI Helped Me Fix a Black-Screen HDMI Issue Fast

  2. · 2 min read · HealthSystems

    For Three Months, I Used AI to Drop 16 KG (ChatGPT Edition)

    How AI Helped Me Build a Fat-Loss System That Actually Fits Real Life