Tax, accounting, and operational guides for Germany

Practical articles for self-employed people, founders, and small teams building cleaner accounting and tax routines in Germany.

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Long-Running AI Agents Need a Waiting State

Long-running AI agents need clear waiting states and a way to resume. Norman workflow records show why active status alone cannot explain real progress.

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Data & ResearchAll analyses

Recurring, citable analyses of self-employment, based on anonymized, aggregated data from thousands of self-employed people in Germany. The methodology documents how the numbers are produced.

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