The C compiler compiled itself. We have been bootstrapping for fifty years. AI just gave the loop a fast enough clock that building the system that builds the system finally compounds inside a single career. The post Bootstrapping All the Way Up: Build the System That Builds the System first appeared on Liviu Tudor -- Of Man and Internet .
We have always measured engineering orgs by what they ship. That was a proxy. The real asset is the loop that produces it — and AI just changed its clock speed. The post Stop Building Systems. Build the System That Builds Them. first appeared on Liviu Tudor -- Of Man and Internet .
For most of a founder's career, the most expensive thing they owned wasn't money — it was patience. AI just refunded the tax, and that inverts the oldest cliche in startups. The post Ideas Were Never Cheap. Execution Just Got Free. first appeared on Liviu Tudor -- Of Man and Internet .
Twenty years ago, a blank WordPress editor blinked at me. I typed something about the dawn of a new era and then immediately bracketed it with a joke: (or maybe I should spell it as the dawn of a new error ?) . I had no idea how prophetic that would turn out to be. Not [ ] The post 20 Years of liviutudor.com: From ‘New Error’ to AI Era first appeared on Liviu Tudor -- Of Man and Internet .
The Calendrz Smart Scheduler went from first commit to default-enabled in production in 19 hours. Here's the architecture — manual agent loop, 13 scheduler tools mirroring 30 MCP tools, prompt caching on two breakpoints — and the meta-story about AI-assisted coding compressing what used to be a sprint into a day. The post Agents, MCP, and what a 19-hour build changed about how I think first…
In my previous post, I argued that UIs are becoming optional: that MCP turns your AI assistant into an IDE where every product is just a plugin. But that post still assumed you re sitting at a keyboard, typing prompts into a chat window. Take the keyboard away. Now what? Voice changes the equation entirely. MCP [ ] The post Voice + MCP: The Interface That Finally Kills the Dashboard first appeared…
For decades, the way we interact with software has followed the same pattern: someone builds an interface, and we learn to use it. We click buttons, navigate menus, fill out forms. Every new tool means a new UI to master, a new set of conventions to internalize, a new cognitive load to carry. That era [ ] The post UIs Are Becoming Optional — MCP and the End of the Dashboard Era first appeared on…
There s a category of product emerging that I think deserves its own label: the AI-native product. Not AI-enhanced a product that bolts on a chatbot or sprinkles some ML recommendations on top. Not AI-powered a product whose core engine is a model. I mean something different: a product that was designed from the [ ] The post The AI-Native Product: What Happens When You Design for AI Consumers…
The buy vs build debate is as old as the software industry itself. For decades, the default answer for most teams has been buy , and for good reason. Building software is expensive, slow, and unpredictable. Off-the-shelf solutions, while imperfect, get you to market faster and let you focus on your core business. But something has [ ] The post Buy vs Build in the Age of AI: The Calculus Has…
There s a tension at the heart of building products with AI that nobody talks about enough: AI is fundamentally about sharing and connecting data, but some of the best products are built on the principle of not sharing data. Calendrz, the calendar mirroring tool I ve been building, is one of those products. Its core promise [ ] The post Building a Privacy-First Product with AI as Your Engineering…