Writing
Technical thinking
documented.
Mar 2026
Decision matrices: how I chose Kafka over Redis Streams
Theory is good, but in PixPro we needed durability and automatic rebalancing. Here's how I decided between two real technical options.
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Feb 2026
How to integrate AI without losing control of the engineering
RAG, embeddings, and agents are powerful, but poorly applied they become technical debt. When to use them, when not to, and how to keep the architecture clean.
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