Exchange Online
Mail flow, migrations, mailbox administration and transport rules. Infrastructure people rely on every day.

I keep platforms running.
And build the automation that makes it sustainable.
01 / OPERATIONS
Exchange Online and Microsoft Teams, at the same company since 2006. Alongside that: PowerShell, Python and agent systems that do the work.
Mail flow, migrations, mailbox administration and transport rules. Infrastructure people rely on every day.
Governance, administration and lifecycle. Collaboration needs a platform that is actively managed.
API-driven reporting, bulk changes and automation. Building beyond what the interface provides.
Understand connections. Identify dependencies. Keep production systems stable.
Turn recurring work into controlled processes. With explicit boundaries and ways back.
Cross-check results. State assumptions. Make the evidence visible.
FIVE SERVER GENERATIONS. ONE CONTINUOUS PATH.
Certified for Exchange 2007 through 2019. The certifications have expired; the experience spans on-premises operations through Exchange Online.
02 / AUTOMATION IN PRACTICE
Astaro → FortiProxy
A proxy rule set built up over years. Two products that express the same intent differently. A narrow time window.
This is where a language model became
a tool for real work.
I have worked with it daily ever since. Most of the work is checking whether the answer is actually correct.
A migration from my own practice
Diff against the old configuration. If a change cannot be explained, it does not go into production.
Pilot the first systems. Adjust before rolling out to the rest.
Analyse the logs. Real traffic reveals what a rule set actually does.
03 / WORKSHOP
Four observations from working with agent systems. Each one changed how I work.
Documented, reconstructed, recurring, estimated: these levels stay separate. Certainty and guesswork must not look identical.
A PDF with text in the Private Use Area returns blank space on extraction. The search finds nothing and still looks correct. Checking the source file matters.
My write-access check reserves nothing, holds for an instant and does not catch every case. Those limits are explicitly documented.
A different model reviews the first one's work: read-only, with sensitive areas locked out. It found four real errors on its first run.
04 / NOTES
4 SEPTEMBER 2026 · AGENT SYSTEMS
What agent systems should remember. What they need to unlearn. And why a human makes the decision in between.
Read the article05 / EXPERIENCE
Swiss IT service provider, Zurich area. Microsoft ecosystem, focused on Exchange Online and Teams.
Federal Diploma of Higher Education in Business Informatics, earned alongside full-time work.
Sihl + Eika Papier AG. Cisco CCNA and CCNP alongside it – the foundation for later technology changes.
Matura, then two years at the University of Zurich. Left because I wanted to build things.