Agentic AI & Non-Deterministic Systems
Architecting self-correcting agent workflows, function-calling state machines, duplex WebRTC voice streaming, and hybrid vector/keyword retrieval pipelines.
- Zod runtime schema enforcement on all tool calling payloads with automated retry recovery.
- Reciprocal Rank Fusion (k=60) hybrid search uniting pgvector HNSW cosine embeddings with PostgreSQL BM25 full-text rank.
- Sub-800ms time-to-first-token streaming via Vercel AI SDK edge protocol chunking and SSE backpressure management.