Reflections
Digital solution design, AI and software architecture — case studies.
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The Agent Codes, the Human Being Decides: Where Should Control Sit?
From GPG signatures to pull requests, two incidents led me to question the scope of my approval and the paths an agent can use to integrate its work.
AI detection meets the reality of how we work
A detector estimates resemblance; provenance signals tell us something about a file's history. What can either reveal about work made with AI?
The day my AI account's security became a selection criterion
A field report on digital trust: how a long-standing habit of securing my accounts with security keys led me, one Sunday in July 2026, to look at AI assistant security differently.
Why GPG became a reflex in my digital daily life
A field report on five years of using GPG to sign, encrypt, and preserve the integrity of personal documents. A reflection on digital hygiene rather than a technical tutorial.