Guide AI adoption decisions in software development using Lean, Extreme Programming, and pragmatic simplicity. Use when evaluating AI tools, agents, workflows, prompts, automations, or rollout guardrails; deciding whether to automate or keep work manual; detecting tool sprawl, prompt graveyards, or low-value AI assets; or defining team standards for AI usage.
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