The Search Systems Handbook

A ground-up guide to building search: inverted indexes in Go, BM25 scoring, PostgreSQL full-text search, vector search with pgvector, and hybrid retrieval.

Technical Journal // The Search Systems Handbook
Jun '26

Constructing Concurrent Inverted Indexes in Go

Building a thread-safe inverted index from scratch in Go. Covers sharded mutexes, lock contention profiling, slice pooling to avoid GC pressure, and benchmark comparisons against a naive sync.RWMutex approach under varying read/write ratios.