Thoughts on software engineering, artificial intelligence, and building scalable systems in production.
How traditional fault tolerance patterns apply to non-deterministic systems, and why we need new paradigms for evaluating application health when integrating large language models into critical paths.
Read EssayWhy the centralization of AI models is unsustainable, and how edge devices running quantized models will fundamentally shift the economics of inference.
Read EssayA pragmatic guide for senior backend engineers looking to pivot into applied machine learning, focusing on the overlap between distributed systems and ML engineering.
Read Essay