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The browser won the last decade on reach. AI workloads are local, stateful and long-running, and the browser sandbox was never designed for that. The most serious AI tools of the last two years shipped as desktop apps, and this post argues that is not a coincidence.
Corporate AI investment reached $252.3 billion in 2024 and is projected to hit $562 billion by 2026. Is this a bubble, or does it reflect a long-term valuation model that standard metrics fail to capture? This article examines the evidence from both sides.
A guide to using Makefiles for workflow automation across AI, Data Science, and Cloud Engineering projects. Learn dependency management, cross-platform consistency, and best practices from real-world examples.
In this discussion, I introduce "Active Agents," my new project envisioning proactive AI that understands context, anticipates needs, and acts in the background. This concept aligns with a broader movement towards AI designed to enhance productivity by moving beyond simple query-response interactions.
