⌖ Studio Notes

Notes from the engine room.

We write about what we learn while building — agents, contextual retrieval, voice, telephony, and everything between demo and production.

Why multi-agent is not just another word for chatbot

Where classic bots stop and where graphs, handoffs, specialists, and tools begin — with concrete examples from production setups.

How to combine BGE-M3, BM25, RRF, and rerankers sensibly in a real product.

Three very different fields — surprisingly similar platform requirements.

A sober view on realtime, telephony, handoffs, and operational expectations.

What self-hosting really changes for architecture, pricing, and trust.

Multi-tenancy, audit, snapshots, roles, and operational responsibility, pragmatically.

⌖ More coming.

We publish roughly every two weeks. Subscribe by email or check back.