Every season, AI coding coins a new discipline. It started with prompt engineering, then context, harness, loop, and now graph engineering. Each one gets crowned the next big thing, though half the time it is the same idea wearing a new badge. Eugene, Paxis and Metis decide to chase the parade of terms on a treadmill.

One More Word to Learn

Source: from prompt → context → harness → loop → graph engineering (via @akshay_pachaar) · twitter

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What this means for ThakiCloud

The label changes, the work rarely does. Shaping the prompt, selecting the right context, wrapping it in a harness of tools and verification gates, feeding results back through a loop, and wiring the pieces into a graph. Paxis already runs all five layers as real skills and rules. So when the next buzzword lands, we add a layer to the same skeleton on Metis instead of rebuilding the stack. And when that skeleton sits on-prem, a few more renamings later your data and models are still yours.


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Tags: agents, ai-coding, engineering, onprem, sovereignty

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