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 Is Reshaping Our Jobs Faster Than the Market Can Name Them
AI Engineer, AI Integrator, AI Consultant... Job titles keep multiplying while the boundaries between roles blur. Can the labor market keep up with the pace of change AI is imposing?
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.
Developers barely type the code anymore — but they still own the outcome
AI has erased the technical friction. The difficulty no longer lives in the code but in the clarity of intent — and the responsibility has remained entirely yours.
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.