Insights

We write only about problems we repeatedly encounter in real systems.

Why software becomes difficult to change. How AI-written code should be reviewed. Why Agents struggle to enter production. Each article answers one concrete question.

If the software still needs to be dependable in three years, we should talk.

We begin with business accountability, system reality and team capability, then decide whether long-term work makes sense.

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