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The AI Retrieval Stack

April 12, 2026 •

Ai Engineering

The AI retrieval stack is the pipeline that takes a query and returns relevant results. Getting it right requires answering a set of workload questions before choosing any particular tool:

Self-Hosted MongoDB on Kubernetes with Atlas Search (mongot)

March 08, 2026 •

Tech Kubernetes Devops Mongodb

For air-gapped environments, on-premises clusters, or any deployment where MongoDB Atlas is not an option, you can run a production-grade MongoDB replica set with optional Atlas Search (full-text a...

Deploying Doc Router on Kubernetes: From Docker Compose to EKS and Digital Ocean

March 07, 2026 •

Tech Kubernetes Devops Docrouter

We recently added production-grade Kubernetes support to Doc Router. This post walks through the key decisions and challenges we encountered along the way.

Kubernetes Packaging and Deployment: Kustomize, Helm, and GitOps

March 06, 2026 •

Tech Kubernetes Devops

This is the second part of the Kubernetes primer series. The first part covered the core building blocks — Pods, Deployments, Services, Secrets, PVCs, and Helm basics. This part goes deeper into th...

Kubernetes for Docker Users: A Practical Primer

March 05, 2026 •

Tech Kubernetes Devops

If you’ve used Docker Compose, you already understand the core idea: define your services, wire them together with a network, and let the runtime manage the processes. Kubernetes takes that same id...