No marketing reviews. No corporate write-ups. Just technical blueprints, metrics, what broke, and honest postmortems.
How we built an intelligent CV parsing and candidate profile vector search system, replacing keyword regex matches with embedding classifications.
How a four-person team built an asynchronous, read-optimized integration sidecar using Go and Redis to handle traffic spikes on clinical records databases.
How we configured PostgreSQL pgvector indexes and embedding pipelines on Google Cloud Platform to support sub-50ms search times across 2 million items.
How a three-person collective built a Rust-based edge sync router with local SQLite caches for a pharmacy chain with terrible WAN latencies.