Data Engineering
Data Freshness: Avoiding Stale Inputs in AI Pipelines
Data freshness is critical for AI systems. Learn how to avoid stale inputs and prevent hallucinations in production pipelines.
Blog
Thoughts on AI engineering, backend, frontend, and building modern software.
Embeddings & Vector Search
Chunk Boundaries and Retrieval Quality: Hidden Pitfalls in Embedding Search
Discover how chunk boundaries and metadata filters can silently degrade embedding search results in production systems. Learn practical strategies to avoid these pitfalls.