# Act III — Then the machines started promising



You have started to script and automate all over the place, from server deployment to infrastructure management.

Your developers are streaming out changes, and the deployment infrastructure is barely keeping up.

Nobody is double-checking by hand anymore.
The machines are.

How are you sure that they aren't dropping the ball?



- [Counting the copies: how an AI wiki helped me read my father's digital legacy](https://digitalinfrastructures.nl/book/act3-delegation/an-infra-dedup-story/)

- [Network Management Automation - the DHCP case](https://digitalinfrastructures.nl/book/act3-delegation/dhcp-automation/)

- [Control Through Feedback Loops](https://digitalinfrastructures.nl/book/act3-delegation/control-feedback/) — From braking a car to autoscaling a website to a fighter pilot's OODA loop — every control system runs on feedback, and 'agile' just means a faster loop.

- [The Automation Business Case](https://digitalinfrastructures.nl/book/act3-delegation/automation-business-case/)

- [Systematically applying technology](https://digitalinfrastructures.nl/book/act3-delegation/technical-meta-model/)

- [Promise to Update](https://digitalinfrastructures.nl/book/act3-delegation/promise-to-update/) — Who updates what? Applying promise theory to the shared-responsibility question behind every SaaS and IaaS contract, and the gaps nobody's promise covers.

- [A Small Example of Cloud Native Development](https://digitalinfrastructures.nl/book/act3-delegation/tutorial-cloud-native/)

- [What are AI Digital Infrastructures?](https://digitalinfrastructures.nl/book/act3-delegation/digital-inf-ai/) — A trained LLM is just software needing a lot of RAM — tracing AI infrastructure from training data to 'Inference as a Service', the same as any other cloud model.

- [AI Roles and Responsibilities](https://digitalinfrastructures.nl/book/act3-delegation/ai-roles/) — Six roles run every AI system, from customer to data provider, each bound by its own promise. Based on the CSA AI Controls Matrix.

- [Example: an AI-Assisted Voicebot](https://digitalinfrastructures.nl/book/act3-delegation/ai-voice/)