AI Model Temperaments: Why Coding Defaults Matter More Than Benchmarks
AI coding models are not interchangeable capability engines. Given the same vague prompt, one model will invent three new abstractions before you finish read...
Knowledge topic
Software Development
7 published knowledge pages on Software Development.
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Software Development -
Software Development The Counterweight Test: Three Questions Before Choosing an AI Coding Partner
The Counterweight Test is a pre-selection framework for AI coding partners. Instead of asking which model is smartest, it asks which model's defaults cover t...
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Software Development Why AI Amplifies Developer Bias Faster Than a Human Partner
When a human colleague shares your engineering bias, the damage is limited. They type at human speed, hesitate, get tired, and sometimes catch themselves by ...
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Software Development AI Pair Programming as Team Composition, Not Capability Contest
The standard way to pick an AI coding model is to ask "which model is best" and consult a leaderboard. This framing treats model selection as a capability co...
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Software Development Precision Thresholds: How Engineers Actually Ship Imperfect Tools
No physical tool has ever been abstractly perfect. A tape measure, an autopilot, a piano tuning, and an AI model all share the same engineering reality: they...
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Software Development The Uber-Engineer Playbook: Four Modes of AI-Directed Development
The Director, Not the CrewA film director doesn't act, operate the camera, or build sets. Without the director, you get competent craft work that doesn't add...
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Software Development Programming as Leverage: The Skill AI Can't Replace
Programming has never been about translating ideas into syntax. It has always been about maximizing what computers can do: better, faster, easier, and cheape...