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Mmunairinstriketarget.hashnode.dev·Aug 20, 2025 · 4 min read

Three Modes of AI Specification: Insights from Practice

The framework that started simple has revealed unexpected complexity—and that's a good thing The Specification Generator framework introduced in Solving AI Scope Creep: The Framework That Keeps Creativity From Running Wild has been applied across a ...

Mmunairinstriketarget.hashnode.dev·Aug 17, 2025 · 4 min read

Solving AI Scope Creep

When building AI-powered trading software with a manifesto to reduce unforced errors, precision is paramount. A single misinterpreted requirement may not only lead to scope creep but also mean the difference between enforcing discipline — or introduc...