Self-Hosted Brain API: Deployment, Git Review, CLI, and QA Checklist
A production-oriented plan for self-hosting a Brain API with containers, gateways, model runtimes, queues, observability, CLI operations, Git review, and release QA.
Blog category
AI Infrastructure Articles
Model routing, durable memory, self-hosted inference, queues, gateways, capacity, and production operations.
Field guides
3 articles in this archive
Use the article checklists to move from design choices to testable implementation and release criteria.
Building Durable AI Memory Without Creating a Vector-Database Mess
A clear architecture for working, session, semantic, and durable memory with provenance, retention, retrieval controls, and database choices that remain understandable.
LLM Model Routing: Choosing the Right AI Model for Every Request
A practical guide to routing Brain API requests by capability, latency, cost, context size, provider availability, and risk without coupling clients to one model vendor.