Tag: Knowledge management
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Building Aria: Part 2 – From Voice to Agency
Picking Up the Thread In Part 1, Aria reached her first milestone: she was live in a practical sense. Running locally in Docker, serving models through Ollama, and speaking through Discord, she could already respond in conversation. Messages flowed into Postgres, the last ten entries recalled with each new exchange, giving her a baseline of…
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The Convenience Trap: Why Borrowed Solutions Build Fragile Companies
Author’s Note Every time I teach someone to automate a daily task — or pitch a simple tool that quietly saves an hour a week — the same question always comes up: “Why should we spend hours or days building something that only saves minutes or hours?” I see the same question through a different…
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The Unmaintainable Future—Or Not
We’ve been automating labor for millennia—but only now can we skip understanding completely. Millwrights in ancient Persia and medieval Europe captured the steady push of wind and water to grind grain and saw lumber—turning the brute labor of entire villages into the quiet arc of a wheel. Coal and steam amplified that leverage; the Industrial…
Abstract Foundations 