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The state of homelab tech (2026) (Friends)

Overview

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Highlights

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The state of homelab tech (2026) (Friends)

The Changelog: Software Development, Open Source

Jan 24
The Changelog: Software Development, Open Source

The Changelog: Software Development, Open Source

Jan 24
OverviewShownoteHighlightsTranscriptChaptersPins

Shownote

Techno Tim joins Adam to dive deep into the state of homelab'ing in 2026. Hardware is scarce and expensive due to the AI gold rush, but software has never been better. From unleashing Claude on your UDM Pro to building custom Proxmox CLIs, they explores ho...

Highlights

In this episode, Techno Tim and Adam explore how homelabbing has evolved in 2026 amid hardware scarcity and a software renaissance—where AI isn’t just a buzzword but a practical tool for automating infrastructure, enhancing document intelligence, and redefining self-hosted workflows.
00:15
This week's topic is the state of Homelab in 2026
00:45
Depot uses the latest CPU generations, cache tricks in container image builds and GitHub Actions, and RAM disks for faster operations
03:04
Tim removed his hat and glasses specifically to confuse the YouTube algorithm
10:34
RTX 3090s are now scarce and repurposed for RAG system training
14:53
Feeding a scanned image directly to a small vision-trained LLM from Ollama identified an FCC logo perfectly, outperforming OCR
15:31
Non-developers are building practical solutions using Ubiquiti's API and other accessible tools
18:10
Feeding scanned books to a vision-based LLM boosts OCR accuracy from ~80% to the high nineties
20:35
Dockling and PaddleOCR break documents into parts and extract metadata to transform scanned tables into Markdown
23:58
Retaining the raw source allows for better processing as technology evolves
31:42
Copilot can read and update MongoDB directly and trigger the UI to catch up
35:46
Rebuilding PXM to eliminate Proxmox web UI login and unnecessary components
36:57
Agents can directly interact with the database, perform hybrid searches, and spawn zero copy clones for testing
39:27
The 'Ralph Wiggum' loop defines an instruction set (prompt.md) for continuous input-output feedback automation
46:34
Running applications on the NAS due to ZFS's benefits—fast storage for metadata and app data in the ZFS pool with large hard-drive arrays
58:36
Hybrid ZFS pool uses NVMe for quick access and RAM ARC cache to make HDDs perform like NVMe
1:06:27
PCIe bifurcation enables four NVMe drives in one 16x slot using workstation/server motherboards
1:17:00
It's possible to virtualize TrueNAS on Proxmox VE by passing through the hardware of the HBA controller to the TrueNAS virtual machine, giving it direct disk access.
1:24:37
Notion Agent helps finish work based on personal preferences, organizes podcast prep details, and brings all work-related elements into one connected space
1:34:02
Using an LLM to write scripts for infrastructure automation can be better and faster than Ansible
1:38:22
MCP adds determinism to Proxmox by layering a structured protocol over its non-deterministic LLM interactions
1:42:06
Proxmox VE Helper Scripts bypass the enterprise nag screen and are maintained by the community after the original author's passing
1:53:09
AI agents are replacing Ansible playbooks for infrastructure management in Proxmox clusters
1:56:21
Tests prove code functionality and reveal the programmer's intent
1:57:08
Changing a domain requires careful handling of redirects, DNS, and email aliases to avoid breaking links and losing traffic
1:58:45
Mercer Dance Hall relocates due to rising real estate costs
2:00:02
Techno Tim will return in three months to share his new world after unleashing more AI agents on his Homelab
2:00:51
The 'Year of Self-Hosted Software' reflects growing momentum in community-driven, user-controlled infrastructure

Chapters

Let's talk!
00:00
Sponsor: Depot
00:42
New year. Same Tim.
03:03
2026's changes for Homelab
05:05
The year of self hosted software
12:01
Down with AI assistance
15:30
Does Paperless handle books?
18:09
Markdown all the things
20:35
ETL pipelines
23:57
Son's friend exposed guest VLAN issue
29:31
Proxmox CLI (pxm) coming soon!!
33:11
Sponsor: Tiger Data
36:53
Agent Ralph Wiggum in the homelab
39:27
Navigating Tim's homelab world
44:08
What's on your Kubernetes?
53:24
VDEV config!!!
1:01:06
Homelab in 2026
1:09:58
Sponsor: Notion
1:24:33
Fly.io but in my homelab
1:26:41
MCP for Proxmox
1:38:21
proxmox helper scripts
1:42:04
What's on Tim's list?
1:48:07
3 months later with Tim??!
1:54:04
Search Techno Tim OR technotim.com
1:57:06
Used to be on Mercer
1:58:45
Wrapping up
2:00:02
Closing thoughts and stuff
2:00:50

Transcript

Adam Stacoviak: Friends, it is Changelog Friends, the weekly talk show about, well, you know what? Whatever you want to talk about. And this week, it is the state of Homelab 2026. A massive thank you to our friends and partners at Fly.io. Launch your sites...