Reflections

Reflections

Digital solution design, AI and software architecture — case studies.

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Reflection#AI Agents#GPG#GitSigned

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.

October 8, 20266 min read

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.

July 5, 20267 min read
Technical case study#GitHub Copilot#Pricing#LLM

GitHub Copilot Cut My Momentum: When Quotas Kill Innovation

Critical analysis of GitHub Copilot's quota policy and how it blocks founders and small teams. Why local LLMs are becoming relevant again.

June 9, 20265 min read

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.

February 17, 20265 min read