enterprise ai · platform engineering · devops

Hi, I'm Konrad Madej

I write about enterprise AI, platform engineering, and DevOps — practical lessons from taking real projects through architecture review, security assessment, and into production.

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Recent posts

Dependabot Says Update Now. Supply-Chain Attacks Say Slow Down.

Dependabot Says Update Now. Supply-Chain Attacks Say Slow Down.

On September 8, 2025, someone phished the maintainer of chalk and debug, two of the most downloaded packages on npm. The malicious versions were live for about two hours before they were pulled. In th

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Sometimes the Missing Layer Should Stay Missing

Sometimes the Missing Layer Should Stay Missing

I've now written two articles arguing that data organizations need an Internal Developer Platform: one on why the layer is missing, one on the organizational forces that kill it after you build it. Bo

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The Blueprint Was the Easy Part

The Blueprint Was the Easy Part

In a previous article I argued that most data organizations have a platform but no developer experience on top of it, and that an Internal Developer Platform (a self-service layer of templates, golden

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Why Your Data Platform Is Missing Its Most Important Layer

Why Your Data Platform Is Missing Its Most Important Layer

Your organization spent millions on Databricks, Snowflake, or a carefully assembled stack of Azure services. Leadership declared the data platform "modern." And yet, every time a data team needs to bu

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Lessons from Real-World Enterprise Chatbot Projects

Lessons from Real-World Enterprise Chatbot Projects

As I work with teams deploying chatbots in enterprise settings, I've noticed a recurring pattern: people consistently underestimate what's involved. They see the chat interface — a text box, some resp

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