📰 Dev.to · Mike Czerwinski

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You can't be your own second view: four AI failures from one day of operator work

Dev.to · Mike Czerwinski 🤖 AI Agents & Automation ⚡ AI Lesson 13h ago

You can't be your own second view: four AI failures from one day of operator work

Four AI workflow failures from one day of operator work, and why a check is not a check if the same agent can choose whether to run it.

Salience is not carry value: notes from a running session-memory pipeline

Dev.to · Mike Czerwinski 18h ago

Salience is not carry value: notes from a running session-memory pipeline

Storage decides what gets written. Locks decide what gets defended. Selection decides what gets carried — and salience is not carry value. Operational notes and

Anthropic measured the human side. Five operators are building the agent side.

Dev.to · Mike Czerwinski 1d ago

Anthropic measured the human side. Five operators are building the agent side.

Anthropic's June 16 research paper quantified expertise as a multiplier on agentic work. In the same week, a small cluster of practitioners is building the agen

Vibe coding is not a level. It's an axis.

Dev.to · Mike Czerwinski 2d ago

Vibe coding is not a level. It's an axis.

Karpathy gave us vibe coding: "see stuff, say stuff, run stuff, copy and paste stuff, and it mostly...