ai-engineering Intermediate
Ai-engineering
Deep dive into tokenization: why models can't read text directly, subword algorithms like BPE, practical patterns, and the pitfalls that cause production failures
In-depth technical series covering distributed systems, data engineering, and software architecture. Each series is structured as a progressive learning path with practical insights and implementation details.
Deep dive into tokenization: why models can't read text directly, subword algorithms like BPE, practical patterns, and the pitfalls that cause production failures
Deep dive into Kafka's distributed architecture, topics, partitions, brokers, and core design decisions that enable high-throughput event streaming
Deep dive into why most agent deployments fail, the six capabilities tutorials skip, and how to build agents that survive production