Tag: Automation
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The Token Tax
Photo by Jakub Żerdzicki on Unsplash Beginning in late 2022, during the preview conversations for the first iteration of Copilot, through its launch and at intervals ever since, I told Microsoft’s product team that speed to launch was a short-term advantage. It mattered, of course. In a market defined by attention, fear, and executive urgency,…
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Frozen Market
Photo by Hugo Jehanne on Unsplash Each time my own company has posted a role even loosely related to data systems, reporting, or BI architecture in the last couple of years, I know about it. Not because I receive an internal announcement, and not because someone forwards me the listing. I know because, within a…
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The Work We Couldn’t See
Photo by Olek Buzunov on Unsplash Author’s Note This is not an argument against AI, nor is it an argument that organizations are broadly incapable of making sound decisions. AI, when applied to well-understood domains with clearly defined inputs and outputs, works. It scales execution, improves throughput, and reduces the burden of routine work. I…
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The Space Between Slop and Solutions
Photo by John Cardamone on Unsplash In early 2026, a meme started making the rounds with surprising traction: Microslop. It began as a riff on “AI slop”; Merriam-Webster’s 2025 Word of the Year, coined to describe the deluge of low-effort, AI-generated content saturating digital platforms. Within days, Microslop had become shorthand for growing public frustration…
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Building Aria: Part 4 – The Alignment Mirror
Photo by Avery Evans on Unsplash Over the previous three entries, Project Aria has crossed three clear thresholds, though none of them felt clear while I was in the middle of them. In Part 1, she found her voice: more than a demo, she became a partner in conversation that carried beyond a single reply.…
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Building Aria: Part 2 – From Voice to Agency
Picking Up the Thread In Part 1, Aria reached her first milestone: she was live in a practical sense. Running locally in Docker, serving models through Ollama, and speaking through Discord, she could already respond in conversation. Messages flowed into Postgres, the last ten entries recalled with each new exchange, giving her a baseline of…
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Building Aria: Part 1 – Giving Shape to a Thought
Photo by EJ Strat on Unsplash Framing the Problem Everyone in tech seems to have a strong opinion on AI these days—especially generative AI, the kind that powers everything from chatbots to deepfakes to essays in classrooms. For the past year, I’ve been immersed in it, testing the major models, subscribing to the usual suspects,…
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The Changing of the Tides: Navigating Work in the Age of AI and Erosion
Photo by Samuel Scrimshaw on Unsplash A Rising Undertow Last spring, the National Association of Business Economics surveyed 600 hiring managers and came back with a jaw‑dropper: more than half said applicants “couldn’t summarize a one‑page memo without AI help.” In the very same quarter, ChatGPT crossed a billion monthly users. If you picture modern…
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Modular Minds: How Technical Thinking Makes Stronger Organizations
Photo by Christina @ wocintechchat.com on Unsplash Author’s Note Over the past few weeks we’ve talked about the dollars saved by building in‑house—how skipping a custom web‑app quote, avoiding a six‑figure SaaS renewal, or shipping a Power BI fix in days instead of weeks pays real, measurable dividends. We’ve also discussed the value of recognizing the people doing…
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The Convenience Trap: Why Borrowed Solutions Build Fragile Companies
Author’s Note Every time I teach someone to automate a daily task — or pitch a simple tool that quietly saves an hour a week — the same question always comes up: “Why should we spend hours or days building something that only saves minutes or hours?” I see the same question through a different…
Abstract Foundations 