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Topics

Four places to start.

The archive is long. These pages put the most useful posts on each subject in a reading order, next to the tracker and tool that go with them. For everything else there is search and the full topic list.

121 posts

Kubernetes

A reading order for Kubernetes on ajayk.sh: the explainers to start with, fixes for the errors people hit most, and a live calendar of supported versions.

Start here →
21 posts

MCP

A reading order for the Model Context Protocol on ajayk.sh: what MCP is, how authorization works, where the security problems are, and step-by-step server guides.

Start here →
98 posts

AI agents

A reading order for AI agents on ajayk.sh: how agents work, which framework to pick, how they fail in production, and how to isolate the code they run.

Start here →
21 posts

LLM costs

A reading order for LLM costs on ajayk.sh: how token pricing works, what caching and batching save, when self-hosting beats the API, and a live price tracker.

Start here →
Ajay Kumar

Infrastructure engineer, 14 years. I build systems that run other people's code safely — and I'm available for consulting.

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