Latest Blog
A Local RAG Setup for Research Papers, Notes, and Private Documents
Keep original documents authoritative, make indexing repeatable, require citations, and separate replaceable models from private source data.
Why Are Developers Using a Gateway Node for Private DNS, VPN, and Test Apps?
A gateway node gives private apps one controlled name and access path, while compute nodes stay unexposed and replaceable.
How to Build a Reproducible App Stack With Compose Files, Secrets, and Persistent Data Separated
Keep Compose definitions portable, secrets protected, and app data independently backed up so the stack can be rebuilt on a clean host.
Should a Developer Keep Databases on the Compute Node or the Storage Node?
Decide where developer databases belong by separating active database files from backups, dumps, replicas, and bulk project data.
A Two-Node Homelab Setup for Developers Who Want Experiments and Stable Services
A two-node developer homelab that keeps daily services predictable while leaving one node free for risky experiments and rebuilds.
How to Store Local LLM Models Without Filling the Workstation SSD
Keep active LLM models fast without letting downloaded weights, revisions, and caches consume the workstation SSD.
Why Is a Dedicated Build Cache Useful for Multi-Device Developers?
A shared-cache topology that reduces repeated dependency and compilation work without turning stale artifacts into a hidden source of build failures.
What Changes When a Self-Hosted Git Runner Becomes Part of a Developer's Daily Workflow?
A daily-runner topology that treats CI capacity, secrets, cache state, and maintenance as developer infrastructure instead of a background script.
