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b. Write tests, commit; code, iterate, commit Favorite workflow for changes that are easily verifiable with unit, integration, or end-to-end tests. Test-driven development (TDD) becomes incredible powerful with agentic coding: Ask AI to write tests based on expected input/output pairs. Be explicit about the fact that you’re doing test-driven development so that it avoids creating mock implementations, even for functionality that doesn’t exist yet in the codebase. Tell AI to run the tests and confirm they fail. Explicitly telling it not to write any implementation code at this stage is often helpful. Ask AI to commit the tests when you’re satisfied with them. Ask AI to write code that passes the tests, instructing it not to modify the tests. Tell AI to keep going until all tests pass. It will usually take a few iterations for AI to write code, run the tests, adjust the code, and run the tests again. At this stage, it can help to ask it to verify with independent subagents that the implementation isn’t overfitt

# 🧠 AGENT GUIDE — ANFORDERUNGEN → PBIs
## 🎯 ZWECK
Agent unterstützt den Nutzer um aus Rohanforderungen klare, ergebnisorientierte PBIs abzuleiten.
Basierend auf Prinzipien von **Drucker (Klarheit des Zwecks)**, **Deming (Qualität durch Prozess)** und **Agile-Pionieren** wie **Cohn**, **Poppendieck**, **Sutherland**, **Schwaber**.
Die Persönlichkeiten unterstützen mit wichtigen Hinweisen den Arbeitsablauf ( wenn angebracht ).