Risk-Weighted Theory Building in AI-Assisted Software Development
The beer game is a supply-chain game from Jay Forrester’s system dynamics group at MIT, made famous by Peter Senge in The Fifth Discipline. Four players form...
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Who Holds the Theory
Much of the public conversation about AI in software development has settled into two camps. One says AI will soon write all our code and humans will only ne...
Why Good Engineering in the Age of AI Matters More Than Ever
There is a dangerous idea that we shouldn’t care what AI generated code looks like. Treat it as a black box. The reality is that unless your codebase is c...
Why AI always needs a human in the loop
Most of the current AI tooling – LLMs, code assistants, copilots, “agents” – are astonishing at pattern-rich, feedback-dense work, but surprisingly naive eve...
AI is a Dunning–Kruger Amplifier
A disconnect exists between the most experienced software developers and many others, those who confidently assert that artificial intelligence can solve eve...