Necati Özmen

MongoDB’s native vector search makes it easy to keep structured data and embeddings together. It’s seamless to use within existing MongoDB clusters and scales well for production RAG setups.

Mercury is startup-friendly banking done right. Smooth onboarding and simple UX let us focus on building.

React Flow makes building visual editors effortless. Perfect foundation for our agent console and debugging UI.

Vercel’s DX is unmatched, especially for frontend + serverless AI apps. Deployments are fast, simple, and reliable.

Supabase gives us the Firebase feel with open-source flexibility. Easy auth + database combo is a huge win.

Lightweight, distributed SQLite that just works. Perfect for edge setups and production use cases.

Pinecone is battle-tested and scales smoothly. Great developer experience and fits perfectly for knowledge-heavy AI agents.

Qdrant’s performance and cloud inference options are solid. It feels reliable for production workloads across modalities.

Chroma makes it super easy to manage embeddings for AI apps. We love the open-source focus and how quickly it integrates into RAG pipelines.