Insights

Practical content on operations, automation, data and technology. Written for business owners, not developers.

The Day an AI Accused Me of Being a Hacker

That day, I had to submit a signed contract to prove to an LLM that I was not trying to break into a system. All I wanted was to make a backup… I was migrating a legacy project to a new system. It was contracted work that had been underway for months, using access provided […]

· 4 min read · Luiz Sotero
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Inside Kubernetes: how it powers modern applications

The system that organizes containers started as a bet inside Google. Interestingly, the name Kubernetes comes from ancient Greek and means “helmsman.” It’s no coincidence: the original goal was to build a system capable of steering applications through complex environments. Back in 2013, a small group of Google engineers decided to turn years of internal […]

5 min read

AI productivity requires method

AI only delivers real productivity gains when adoption is treated as an experiment with hypotheses, usage patterns, and measurable outcomes.

2 min read

The Challenge of Measuring Developer Productivity

Developer productivity is more than output metrics. Real performance depends on quality, collaboration, and the ability to solve hard problems well.

2 min read