// notes on building AI systems that survive production
blog/
Retrieval quality is the bottleneck nobody talks about. Chunking strategies, embedding model choice, and the hybrid search trick that changed everything for our pipeline.
Most teams reaching for autonomous agents should be using structured function calling instead. It's more predictable, cheaper, and easier to debug. Here's when each approach wins.