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Forbidden Tomes: AI, Security, and Responsible Engineering
Some spells are dangerous not because they fail, but because they succeed too easily. Every workshop eventually acquires a locked cabinet. The books inside are not necessarily evil, and the spells written across their pages may be extraordinarily useful. They are locked away because their power changes the consequences of carelessness. Artificial intelligence has reached a similar place in software engineering. The same tools that can explain unfamiliar code, generate tests, draft documentation, analyze failures, and accelerate development can also expose confidential information, introduce vulnerabilities, recommend questionable dependencies, or quietly move protected intellectual property beyond boundaries an engineer never intended to cross. Responsible AI engineering is therefore more complicated than…
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Picking Your Class in Tech
Every adventurer begins with uncertainty. The path matters less than learning why you walk it. When people first enter the technology profession, they often ask a question that reminds me of every new player sitting down at a Dungeons and Dragons table for the first time. They want to know which class they should choose. Should they become a frontend developer, a backend developer, a cybersecurity analyst, a cloud engineer, a data scientist, or an artificial intelligence specialist? They worry that making the wrong decision will send them down a road that is difficult to escape. After many years in technology, I have learned that this concern is understandable, but…
