Writing · Nº 041065 essays
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Ideas from inside the work. Explore technology, entrepreneurship, and the practice of building things that last.
21 essays found · Page 1 of 2
Clear filtersEngineeringIs AI-Generated Code a Security Risk?AI-generated code is a security risk in specific, predictable ways. Here is what actually goes wrong, what the fear gets wrong, and how to ship it safely.EngineeringWhy Most AI Coding Tools Stall at the PrototypeMost AI coding tools stall at the prototype because they optimize the generate step and ignore the loop. Getting to production takes verify and correct, not more speed.EngineeringUse AI to Write Database Migrations SafelyAI can write database migrations fast, but a bad migration loses data you cannot get back. Here is how to use AI on schema changes without a disaster.EngineeringDoes AI-Generated Code Actually Scale?Does AI-generated code scale, or does it fall apart past the prototype? It scales, but only if a spec drives it. Without one, it collapses at the second feature.EngineeringAdopting an AI Dev Platform Mid-ProjectBringing an AI dev platform into a project already underway is different from starting fresh. Here is how to adopt one without derailing the work in flight.EngineeringWhat to Look for in an AI Build ToolBuying an AI build tool? Look for a spec that drives generation, real verification, cheap corrections, and leverage for one person. Here is what actually matters.EngineeringWhat to Do When AI Can't Understand Your CodebaseWhen an AI coding tool can't understand your codebase, the problem is usually context, not the model. Here is how to make a messy repo legible to AI.EngineeringPlanning First Beats Prompting FasterPlanning first beats prompting faster in AI development. The speed people chase is in the plan, not the keystrokes. Here is why the plan is the real accelerator.EngineeringAsync Coding Agent vs Interactive AI PairingAn async AI coding agent and interactive AI pairing solve different problems. Here is when to hand off a whole task and when to stay in the loop.EngineeringHow to Migrate a jQuery Frontend With AIMigrating a jQuery frontend to a modern framework with AI is doable if you go component by component. Here is the safe path from spaghetti to a real app.EngineeringCommon Mistakes in AI-Assisted DevelopmentThe common mistakes in AI-assisted development are not about bad models. They are about skipping the plan, trusting the demo, and re-prompting instead of correcting.EngineeringThe Myth That AI Coding Replaces Senior EngineersAI coding does not replace senior engineers. It removes the work juniors used to grow on and makes senior judgment the scarce resource. Here is why.