Blog
Technical writing
On AI systems, agent infrastructure, and engineering in production.
2026-07-30·10 min read
What Chunking Decides Before Retrieval Runs
Fixed-width chunking severs 57% of lawyer-annotated clauses across chunk boundaries. Clause-aware chunking keeps 99.1% intact. The eval harness, the regex engineering nobody writes about, and the confounds that decide how you read the numbers.
Read more2026-04-01·1 min read
Understanding the MCP Protocol
A practical guide to the Model Context Protocol — how it works, why it matters, and how to build your own MCP servers.
Read more2026-03-15·1 min read
Multi-Agent Orchestration Patterns
Exploring patterns for coordinating multiple AI agents — from simple chains to complex DAGs with error recovery.
Read more2026-03-01·1 min read
Building Production RAG Pipelines
A deep dive into building retrieval-augmented generation systems that actually work at scale — from chunking strategies to reranking.
Read more