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Engineering breakdowns, field notes and hard-won practice on AI and software.
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LLM · Architecture
What changes in a company when it adopts LLMs
Everyone gets the demo working. Three things break instead: answer non-determinism, cost per unit of work, and data that suddenly leaves the building. A breakdown for leaders and engineers.
2 min readCareer
How to choose your first programming language
A language is a consequence of the problem, not a matter of faith. Four clear tracks, one weekend test for your choice, and the mistakes that cost beginners months.
2 min readAI & machine learning · Career
What an AI engineer actually does
Training models is the most visible and the shortest part of the job. Here is what an AI engineer’s week really consists of: data, evaluation, operations and cost per request.
3 min read