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An AI S-Curve

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I find it fascinating to see how quickly, and in how many directions, practical AI ideas are multiplying right now. I installed OpenClaw recently and set up some daily prompts - show me interesting information, mine some RSS feeds I like - it has helped me learn new things each day… But I did not expect the breadth of different agent orchestration and LLM architectures it would present to me regularly.

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Spec-Driven Development Might Be the Process Reset AI Needs

A recent Red Hat post about ā€œspecification-driven developmentā€ caught my interest. I’ve tried bolting AI onto my personal development practices. It doesn’t look like whispering an idea into an LLM then compiling the response… I can’t give the LLM my brain and have it replace all my work beyond the idea.

I have had success when providing a description of the end result, then working alongside an agent to refine and move towards that result iteratively. For me, personally, that’s a significantly different pattern for development than usual.

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