Posts
All the articles I've posted.
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Markov chains and LLMs - hybrid architectures for smarter agents
How to combine Markov chains with large language models to build more structured, interpretable, and efficient agents. Markov chains provide structure and efficiency; LLMs provide semantic understanding and flexibility.
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Notes on agentic applications in business processes
Updated:This post explores how to pair agentic workflows with durable workflow engines (specifically Temporal), add structure using finite state machines, plug in MCP servers for tools, and grow from a small pilot into stable, production-ready workflows.
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Context, context, context
Context—or how I learned to love the MINDMAP
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Cloud LLMs in prod...
Modern infra teams are quietly feeding their most sensitive data—logs, configs, schemas—into cloud LLMs just to get unstuck. It feels like harmless troubleshooting, but in reality it extends your trust boundary into a black box you don’t control or fully understand.
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A couple of notes on some software development topics.
Thoughts on some software development topics with regards to modern agentic tooling
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Using casq in CI
Content addressable storage for improved CI
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mise
Environment manager and task runner.
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Whosthere / LAN tool
LAN discovery tool of note.