Mike Czerwinski

mentions 3 type Person feed RSS

// recent coverage 3 mentions

09:10

2026-08-31

dev.to

ai-agents

Probe vs Prose: what the verifier-sharing-your-text-channel really costs

A developer's experiment refines the claim that invalidation conditions written as probes rot less than those written as prose, building on Mike Czerwinski's runner-independence concept. The source de…

09:49

2026-08-13

dev.to

artificial-intelligence

The Third Predicate: Argument-Space Verification, Tested

Mike Czerwinski proposed a third predicate for verifying agent determinism, arguing that lexical checks in word-space are insufficient and that only argument-space verification—running the code and ob…

16:21

2026-06-21

dev.to

artificial-intelligence

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.

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-assist…

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// topics top 6 topics

developer tools 3 artificial intelligence 2 ai agents 2 ai safety 2 ai research 1 large language models 1