03 / WRITING
Writing
Writing on systems, technical decisions, and product development, grounded in experience.
The Success Trap: Why Systems Collapse Because They Succeed
Success does not always strengthen systems; within poorly designed feedback loops, it can trap them inside their own assumptions. This article examines the same structural problem across different domains — from the Peter Principle to AI bias, from performative prediction to critical systems thinking: systems do not merely understand the world; they change it, and eventually, they can become trapped inside the world they created.
The Oversimplification Mistake in Microservice Decisions
Why reducing the microservices decision to team size is misleading. This article reframes microservice architecture through complexity, system maturity, and organizational realities.
Crypto data pipeline architecture with Bitcoin, MongoDB A/B swap, Redis and resilient system design
Learn five critical lessons from the architecture of the service that manages symbol data (SymbolService) to maintain reliable accuracy in crypto data pipelines: MongoDB A/B swapping, empty-snapshot protection, Redis fallback with a dual-event strategy, and secrets management.
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