The state of homelab tech (2026) (Friends)

The podcast explores the current state and future trends of homelabbing, focusing on hardware availability and the rise of self-hosted software. A key challenge is the scarcity and increased cost of server-grade hardware components like CPUs, RAM, and hard drives, driven by the AI boom and tariffs. Despite hardware limitations, the discussion highlights an explosion of self-hosted software solutions, particularly those leveraging AI and agents. Examples include Paperless NGX for document scanning and custom CLIs for managing Proxmox. The conversation also covers the shift towards running applications directly on NAS devices, the use of tiered storage solutions, and the potential of AI to assist in network management and automation.

Outlines

Part 1: Build Optimization and Hardware Trends

Part 2: Self-Hosting, AI Integration, and Data Pipelines

Part 3: Storage Architecture and Homelab Management

Part 4: Automation, Tooling, and Future Outlook

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The Changelog: Software Development, Open Source

Part 1: Build Optimization and Hardware Trends

Depot.dev: Optimizing Build Times Through Advanced CPU, Caching, and Observability

Techno Tim's Hat, Algorithm A/B Testing, and the Homelab Hardware Shortage

Part 2: Self-Hosting, AI Integration, and Data Pipelines

The Explosion of Self-Hosted Software and the Rise of Citizen Developers

Paperless NGX, Document Scanning, and the Medallion ETL Pipeline for Images

Claude's VLAN Configuration and TigerData's Agentic Postgres for AI Agents

Ralph Wiggum Loops, Proxmox Automation, and the Return to the One Big Box

Part 3: Storage Architecture and Homelab Management

TrueNAS as an Application Server, ZFS Hybrid Pools, and the Downtime Dilemma

TrueNAS, Docker, and the Hybrid ZFS Pool Configuration for NVMe-Like Performance

Planning a Homelab, the Importance of Base Services, and Proxmox's Containerization Strategy

Part 4: Automation, Tooling, and Future Outlook

Notion Agent, Fly.io, and Automating Proxmox with a Custom CLI

Ansible vs. Bash, MCP Servers, and Proxmox Helper Scripts

Trusting Devices, Limiting Blast Radius, and the Year of AI in the Homelab

Unleashing Claude, Writing Tests, and the Future of Homelabbing

The state of homelab tech (2026) (Friends)

The Changelog: Software Development, Open Source

Part 1: Build Optimization and Hardware Trends

00:00Depot.dev: Optimizing Build Times Through Advanced CPU, Caching, and Observability

Depot.dev: Optimizing Build Times Through Advanced CPU, Caching, and Observability

03:03Techno Tim's Hat, Algorithm A/B Testing, and the Homelab Hardware Shortage

Techno Tim's Hat, Algorithm A/B Testing, and the Homelab Hardware Shortage

Part 2: Self-Hosting, AI Integration, and Data Pipelines

11:15The Explosion of Self-Hosted Software and the Rise of Citizen Developers

The Explosion of Self-Hosted Software and the Rise of Citizen Developers

17:51Paperless NGX, Document Scanning, and the Medallion ETL Pipeline for Images

Paperless NGX, Document Scanning, and the Medallion ETL Pipeline for Images

27:37Claude's VLAN Configuration and TigerData's Agentic Postgres for AI Agents

Claude's VLAN Configuration and TigerData's Agentic Postgres for AI Agents

39:21Ralph Wiggum Loops, Proxmox Automation, and the Return to the One Big Box

Ralph Wiggum Loops, Proxmox Automation, and the Return to the One Big Box

Part 3: Storage Architecture and Homelab Management

45:02TrueNAS as an Application Server, ZFS Hybrid Pools, and the Downtime Dilemma

TrueNAS as an Application Server, ZFS Hybrid Pools, and the Downtime Dilemma

57:31TrueNAS, Docker, and the Hybrid ZFS Pool Configuration for NVMe-Like Performance

TrueNAS, Docker, and the Hybrid ZFS Pool Configuration for NVMe-Like Performance

1:09:58Planning a Homelab, the Importance of Base Services, and Proxmox's Containerization Strategy

Planning a Homelab, the Importance of Base Services, and Proxmox's Containerization Strategy

Part 4: Automation, Tooling, and Future Outlook

1:24:35Notion Agent, Fly.io, and Automating Proxmox with a Custom CLI

Notion Agent, Fly.io, and Automating Proxmox with a Custom CLI

1:37:05Ansible vs. Bash, MCP Servers, and Proxmox Helper Scripts

Ansible vs. Bash, MCP Servers, and Proxmox Helper Scripts

1:47:50Trusting Devices, Limiting Blast Radius, and the Year of AI in the Homelab

Trusting Devices, Limiting Blast Radius, and the Year of AI in the Homelab

1:52:27Unleashing Claude, Writing Tests, and the Future of Homelabbing

Unleashing Claude, Writing Tests, and the Future of Homelabbing