Digital course · planned
From Laptop to Live System
You learn the operations layer most tutorials skip: from your own server through domains, DNS, and TLS to Docker, deploy pipelines, backups, and monitoring. The next step once you already built something locally and want to run it reliably live.
The operations layer between your laptop and a server that keeps running at night.
Proof of method
Numbers from the engine room
What you read here does not come from a theory course, but from real operation. These figures come from the orchestrated workflow behind this site and point to the public tool behind it.
Updated: 2026-06
- Orchestrated sessions
- 800+
- Documented work sessions across 24 real projects.
- Documented learnings
- 1,300+
- Over 300 of them verified.
- Agent runs
- 15,000+
- Individual agent runs across the orchestrated workflow, logged over all sessions.
- Parallel agents
- up to 34
- Coordinated in one session, a median of 10 per deep session.
* As of June 2026, measured from the orchestrated workflow behind this site (open-source plugin session-orchestrator, MIT). An orchestrated session is a completed block of work in which a coordinator distributes the task in waves across multiple AI agents. Each session is documented; learnings are the captured insights from them, counted across all projects. All figures are conservative lower bounds, and over 300 of the learnings are verified.
Measured with the open-source plugin session-orchestrator (MIT), the tool behind these sessions.
- From laptop to a real server. You choose a suitable VPS, set up secured SSH access, and harden it before anything productive runs on it.
- Your own domain, DNS, and TLS. You connect a domain to your server and set up automatic TLS so your site is reachable encrypted and trustworthy.
- Docker as the base building block. You package your application in containers and start several services cleanly isolated with Docker Compose.
- Deploy pipelines instead of copy-paste. You build a pipeline that automatically tests and rolls out on every push, instead of copying files to the server by hand.
- Backups that actually work. You set up automatic backups and prove with a real restore that they truly work in an emergency.
- Monitoring that warns you first. You set up light monitoring that notifies you before a user notices the outage.
Who this course is not for
If you do not have a project running locally yet, this is too early for you. This course assumes you already built something, for example in Loop Engineering or Multi-Agent Orchestration, and now want to run it reliably live. Not a starter course, the operations layer that comes after.
Structure: 6 planned modules
From laptop to server
You choose a suitable VPS, set up secured SSH access, and harden the server at a basic level before anything productive runs on it.
Domains, DNS & TLS
You connect your own domain to your server, understand the key DNS record types, and set up automatic TLS so your site is reachable encrypted and trustworthy.
Docker & containers
You package your application in a container, understand images and volumes, and start several services cleanly isolated with Docker Compose.
Deploy pipelines (CI/CD)
You build a pipeline that automatically tests and rolls out on every push, instead of deploying to the server manually by copy paste.
Backups & recovery
You set up automatic backups and prove with a real restore that they actually work in an emergency, instead of relying on an untested backup.
Monitoring & operations
You set up light monitoring that notifies you before a user notices the outage, and keep the server running reliably over months.
This outline is the current plan, not finished lessons yet. Order and scope may still shift before launch.
Planned price
Planned price: 149 to 199 euros
This page measures demand before the course is built: no purchase yet, just your interest. The price is not fixed yet, planned at 149 to 199 euros depending on final scope. Sign up below if this topic interests you.
Price
199 Euro