Posts
Page 5 of 54
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TimescaleDB Continuous Aggregates Without Pain
Stop melting your DB with Grafana queries. TimescaleDB continuous aggregates pre-roll your metrics so dashboards stay fast even at 90-day ranges without pain.
12 min read -
Stop Feeding the AI Your Whole Repo
Comparing context-mode, code-review-graph, token-savior, and claude-context — MCP tools that stop AI coding agents from reading your whole codebase blind.
10 min read -
ClickHouse for Self-Hosted Logs
ClickHouse can store TB of logs on one node, query in seconds, and outscale Loki and Elasticsearch in raw cost. Here's how to wire it up with Vector and Grafana.
11 min read -
DuckDB for Local Analytics: Pandas on Steroids
DuckDB runs SQL directly on CSV, Parquet, and JSON files with no server and no import step required. Here is why it belongs in every home lab data toolkit.
10 min read -
Kodi vs Jellyfin Native for HTPC
Kodi is the classic media center. Jellyfin's native players ride on the Jellyfin server. Here's which client to run on your HTPC and why.
12 min read -
Homebridge vs Home Assistant Hub Showdown
Homebridge bridges devices into Apple Home. Home Assistant is the full local automation platform. Here's which one to pick — or why you'd run both.
9 min read -
PoE Injectors and Switches for the Home Lab
Cut rack cable clutter with Power over Ethernet. A no-nonsense guide to PoE standards, switch power budgets, and cleanly powering your home lab gear rack.
12 min read -
RTK vs snip vs lean-ctx: Token Killers
RTK, snip, and lean-ctx filter your AI coding agent's output before it burns context tokens. I run RTK daily — here's the one I'd actually switch to.
12 min read -
TIG: Telegraf + InfluxDB + Grafana
When Prometheus is overkill: a push-based metrics stack for IoT, smart home, and homelab data. Telegraf, InfluxDB, and Grafana, working together end-to-end.
12 min read -
OctoPrint vs Mainsail vs Fluidd 3D Print
OctoPrint is the Marlin classic. Mainsail and Fluidd front Klipper. Here's how to pick the right 3D printer web UI for your hardware.
11 min read -
TrueNAS vs OpenMediaVault vs Unraid
Three popular NAS operating systems compared: TrueNAS Scale's ZFS, OMV's flexibility, and Unraid's mixed-disk magic. Which is right for your home lab?
14 min read -
USB-C Power Delivery for Mini PCs
USB-C Power Delivery can cleanly power your entire mini-PC homelab. Here is what PD versions, cable wattage ratings, and UPS compatibility actually matter.
13 min read
