Insights

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

Big Techs Downfall due to AI?

Why Is Big Tech Breaking More Often Even as It Delivers More Than Ever?

Big Tech is delivering more than ever, yet the systems we depend on seem increasingly fragile. This article explores whether AI is accelerating change faster than organizations can review, understand and remain responsible for its consequences.

· 13 min read · Luiz Sotero
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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

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