# The second axis most maps miss: not how much you hand the model, but how much of your work survives the session as state you can open and inspect. Cleanest articulation of this I have seen.

> Source: <https://dev.to/sarracin0/the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-your-work-survives-33g2>
> Published: 2026-06-21 16:21:47+00:00

Vibe coding is not a level. It's an axis.
Mike Czerwinski
Mike Czerwinski
Mike Czerwinski
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Jun 21
Vibe coding is not a level. It's an axis.
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ai
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llm
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productivity
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architecture
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4 min read