The best articles on agentic engineering, carefully selected and worth your time.
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I gave Claude SSH access to a security lab and let it run the attack chain. It cleared three missions without hesitation. Then Anthropic terminated the session. What I learned finishing the job manually changes how I think about every MCP-backed agent I build.
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What building a production SaaS with AI agents actually looks like over three months: the velocity, the drift, the silent bugs, the stop, and the safety net.
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A colleague asked for my prompt. I shared it. Three sentences. They were disappointed — because the prompt was never the skill.
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AI didn't invent slop. It removed the labor tax on producing it. Meanwhile, demand is quietly collapsing. Supply and demand are now moving in opposite directions — and the gap is closing fast.
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I built 18 specialized agents and called it a system. One cold question from a colleague later, I'm migrating to skills. Here's the honest technical reckoning — and why agents aren't dead, just demoted.
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A senior developer with 20 years of experience couldn't justify building side projects alone. Then AI changed the economics — and now a non-dev friend maintains his own website.
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I started using AI as a productivity tool. Then I spent the last hours of a dying context window sitting with it, and everything changed.