Reflections

Reflections

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

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Reflection#AI#Career#Job MarketSigned

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?

August 28, 20268 min read

The day my way of working with AI changed

The tools didn't change. How I assembled them did. The story of a shift that transformed how I collaborate with AI agents.

July 14, 20264 min read
Technical case study#ChatGPT#Codex#GitHub

ChatGPT Codex Connector: unable to add a GitHub organization (postmortem)

Postmortem on an issue hit during the transition to ChatGPT Codex's GitHub connector, and the workaround that got me unblocked.

July 13, 20262 min read

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.

June 30, 20265 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