pgvector vs Pinecone for RAG?
The right choice depends on your team, timeline, and product — not hype. I help founders and CTOs pick the stack that ships, then own delivery.
Direct answer
The right choice depends on your team, timeline, and product — not hype. I help founders and CTOs pick the stack that ships, then own delivery.
What affects price and timeline
Scope, integrations (payments, maps, AI APIs), compliance requirements, and team involvement all shift the range. Most vector search development engagements I take fall between $15K–$80K for production-quality delivery.
When to hire a senior engineer
Hire when the cost of delay exceeds the cost of expertise — failed MVPs, rewrite cycles, and AI demos that never reach production are more expensive than scoped senior delivery.