Vom Prompt zum Loop: Die Evolution der KI-Steuerung · Part 5 of 8
Die Geburt von Loop Engineering
Vom einzelnen Prompt zu autonomen Arbeitszyklen
Plan, execute, observe, refine: why autonomous work cycles beat single prompts on every long task.
Listen on
Preview on Spotify
About this audiobook
Single prompts hit a wall as soon as a task gets long. Part 5 introduces the loop that modern AI systems run on: plan, execute, observe, refine, and again, until the result holds.
You learn to think in systems and states instead of one-off instructions, how feedback loops let an agent improve its own work, and where a human belongs in the loop. The result is a way of working that goes well beyond classic prompt engineering.
Published in German, 39 minutes. For anyone who wants AI workflows that actually run on their own.
Chapters
- Der Wechsel vom Prompt zur Schleife
- Plan, Execute, Observe, Refine
- Feedback als Motor autonomer Systeme
Want to apply this in your own business?
The audiobooks explain the ideas. In the Kickstart workshop your team builds its first tool in one day.
See the courseVom Prompt zum Loop: Die Evolution der KI-Steuerung
-
1. Das Handwerk der WorteRoles, few-shot examples, chain of thought and system instructions: prompting as a craft, not a guessing game.
-
2. Kontext ist KönigHow to give a language model the right knowledge: context windows, memory and retrieval-augmented generation.
-
3. Die Entstehung der AgentenFrom answering machine to actor: tool use, function calling, ReAct and the Model Context Protocol.
-
4. Das Harness und die UmgebungThe environment decides whether an agent is production-ready: guardrails, sandboxes and automatic evaluators.
-
6. Anatomie eines perfekten LoopsStop conditions, context rotation, memory and a human emergency stop: what keeps an autonomous loop safe.
-
7. Verifizierung und Self-CorrectionA model must not grade its own work: generator-evaluator loops, hard tests and fallbacks for AI you can trust.
-
8. Das autonome ÖkosystemTeams of specialised agents, hierarchy versus swarm, and the human as architect, auditor and conductor.