Bookmark: How AI innovation is driving educational excellence
Explore how AI is revolutionizing education with personalized learning tools, empowering teachers, and addressing academic integrity challenges.
I came across an insightful article by Bobby Hellard on ITPro that delves into how generative AI is reshaping education. It’s fascinating to see AI being used as digital teaching assistants, helping both students and teachers with personalized learning tools. Hellard notes the critical need to address academic integrity as AI becomes more prevalent, suggesting shifts towards process-focused assessments. It’s exciting to consider the potential this has to build essential skills for the future workplace.
A notable quote from the article is: “The adoption of generative AI in the classroom is not to usurp educators, but rather aid them – like digital teaching assistants.”
Why customer tools are organized wrong
This article reveals a fundamental flaw in how customer support tools are designed—organizing by interaction type instead of by customer—and explains why this fragmentation wastes time and obscures the full picture you need to help users effectively.
Infrastructure shapes thought
The tools you build determine what kinds of thinking become possible. On infrastructure, friction, and building deliberately for thought rather than just throughput.
Server-side dashboard architecture: Why moving data fetching off the browser changes everything
How choosing server-side rendering solved security, CORS, and credential management problems I didn't know I had.
The work of being available now
A book on AI, judgment, and staying human at work.
The practice of work in progress
Practical essays on how work actually gets done.
Dev reflection - February 20, 2026
I want to talk about the difference between execution and verification. Because something happened this week that made the distinction painfully clear, and I think it matters far beyond software.
Dev reflection - February 18, 2026
There's a moment in any system—a team, a company, a workflow—where the thing you've been optimizing for stops being the constraint. And you don't notice right away. You keep pushing on the old bott...
Dev reflection - February 17, 2026
I want to talk about staging areas. Not the technical kind—the human kind. The places where work goes to sit. The inbox you check before forwarding. The draft folder. The approval queue. The meetin...
Bookmark: OpenAI chatbots for education: Custom gpts to possibly help improve online learning
Explore how OpenAI's custom GPTs aim to enhance online learning, offering personalized support for students and transforming education's future.
Article analysis: The rise of the micro-credentials movement: Validating skills beyond traditional degrees
Explore how micro-credentials bridge skill gaps, enhance hiring, and offer affordable, flexible learning options for today's workforce demands.
Article analysis: Not using AI is “disservice” to students
Integrate AI in education to enhance learning and prepare students for future jobs, ensuring they thrive in an AI-driven world.