{"slug": "the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-i", "title": "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.", "summary": "Mike Czerwinski argues that 'vibe coding' is not a skill level but an axis measuring how much of a developer's work persists as inspectable state after a session. He critiques common maps of AI-assisted coding that focus only on how much code the model generates, missing the critical dimension of state persistence and inspectability.", "body_md": "Vibe coding is not a level. It's an axis.\nMike Czerwinski\nMike Czerwinski\nMike Czerwinski\nFollow\nJun 21\nVibe coding is not a level. It's an axis.\n#\nai\n#\nllm\n#\nproductivity\n#\narchitecture\n7\nreactions\n2\ncomments\n4 min read", "url": "https://wpnews.pro/news/the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-i", "canonical_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_at": "2026-06-21 16:21:47+00:00", "updated_at": "2026-06-21 17:04:07.868282+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "developer-tools", "ai-products"], "entities": ["Mike Czerwinski"], "alternates": {"html": "https://wpnews.pro/news/the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-i", "markdown": "https://wpnews.pro/news/the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-i.md", "text": "https://wpnews.pro/news/the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-i.txt", "jsonld": "https://wpnews.pro/news/the-second-axis-most-maps-miss-not-how-much-you-hand-the-model-but-how-much-of-i.jsonld"}}