Maker — 187 Articles on SpecPicks
All SpecPicks articles in the Maker category — benchmarks, buying guides, and in-depth hardware analysis. Browse the full archive →
Older Maker guides worth revisiting
- Raspberry Pi 5 8GB Review (2026): Still the SBC to Beat
- Orange Pi 5 Plus vs Raspberry Pi 5: The Honest Head-to-Head (2026)
- LattePanda Sigma Review (2026): The x86 SBC That Breaks the Pi Pattern
- Best Raspberry Pi Alternatives for SBC Enthusiasts in 2026
- Build a RetroPie Handheld in 2026: A Complete Step-by-Step Guide
- Local AI on Raspberry Pi 5: Real Benchmarks for Llama, Phi, and Gemma (2026)
- Build a PiKVM V3 Device for Remote Server Management (2026)
- Build an 8-Node Raspberry Pi Cluster for Distributed Computing (2026)
- Build a Magic Mirror 2 Smart Home Hub (2026)
- Best Single-Board Computers for Home Lab in 2026
- Best Raspberry Pi Projects for Beginners in 2026
- Jetson Orin Nano Super vs Hailo-8 AI HAT+: Which Edge-AI Path Is Right for You?
- Local PDF-to-Audiobook on a Raspberry Pi 5: Kokoro 82M + Qwen + llama.cpp
- Build a Fully Local PDF-to-Audiobook Pipeline on Jetson Orin Nano Super
- Hailo-8 vs Hailo-8L vs Coral TPU: Which AI Accelerator Wins on Raspberry Pi 5?
- ESP32-S3 vs RP2350 vs Nordic nRF54L15: Which MCU for On-Device AI in 2026?
- Raspberry Pi 5 + Hailo-8 vs Jetson Orin Nano Super: Which Edge AI Box Wins for Vision Workloads?
- Jetson Orin Nano Super for ROS 2 Robotics: Build Guide + Real Latency Numbers
- Raspberry Pi 5 + AI HAT: Five Computer-Vision Projects That Actually Run in Real Time
- Build a DualSense PC Dongle with a Raspberry Pi Pico: Adaptive Triggers and Haptics on Windows
- Raspberry Pi 4 as an SMB1 File Server for Windows 98 Retro Rigs — Two smb.conf keys let a Windows 98 PC mount a Raspberry Pi 4 Samba share. Full config, parts list, throughput math and fixes for the usual… 2026-08-30 · 16 min read
- Build a Raspberry Pi Bird-Song Logger with a USB Mic (2026) — Build an always-on Raspberry Pi bird-song detector: board choice, USB mic picks, SSD vs microSD, codec storage math, and the setup… 2026-08-21 · 16 min read
- Best Storage for a Raspberry Pi 4 Home Server: microSD vs SATA SSD vs NVMe — A Pi 4 home server writes microSD cards to death. Measure your daily write load first, then decide between a SATA SSD, NVMe, or staying on… 2026-08-18 · 14 min read
- Best Low-Power CPU for a Jellyfin Home Server: 5600G vs i7-9700K — Picking a Jellyfin or Plex server CPU is an idle-watts and video-engine question, not a core-count one. The Ryzen 5 5600G and Core… 2026-08-18 · 18 min read
- Best Raspberry Pi for a Retro Console Build in 2026: Pi 4 8GB vs Pi Zero 2 W — The Pi 4 Model B 8GB handles NES through PS1 and reaches N64 and Dreamcast; the Zero 2 W is a 16-bit specialist. How to pick the board and… 2026-08-14 · 15 min read
- Best SSD for Raspberry Pi Boot in 2026: SATA vs NVMe Tested — SD-card wear is the #1 killer of 24/7 Raspberry Pi homelabs. Here is the SSD that ends the annual reflash, and the drives that are not… 2026-08-03 · 14 min read
- Best Raspberry Pi Setup for Home Assistant in 2026 — A 24/7 Home Assistant hub lives or dies by three choices: RAM tier, storage endurance, and cooling. Here is the setup that survives years… 2026-07-31 · 13 min read
- Best SSD for a Raspberry Pi 4 Media Server in 2026 — Best SSD for a Raspberry Pi 4 media server in 2026: Crucial BX500 1TB leads for local libraries; Samsung 870 EVO 250GB and SanDisk SSD… 2026-07-29 · 9 min read
- Best Raspberry Pi for a Touchscreen Home Dashboard in 2026 — A wall-mounted touchscreen dashboard is a real Chromium kiosk workload — buy the RAM headroom, boot from an SSD, and skip the underpowered… 2026-07-28 · 12 min read
- Raspberry Pi 4 8GB vs Pi Zero W for RetroPie: Which Board Wins? — The Pi 4 8GB runs everything through the Dreamcast era comfortably. The Pi Zero W tops out at 16-bit and light PS1. Your target era… 2026-07-28 · 13 min read
- Raspberry Pi 4 8GB vs a Used Mini PC for a 2026 Beginner Homelab — Start on a Raspberry Pi 4 8GB for DNS, home automation, and light containers; move to a used mini PC once you need real transcoding, VMs… 2026-07-28 · 13 min read
- Best Raspberry Pi for Local LLMs & Home Lab in 2026: Pi 4 8GB vs Pi Zero — The Raspberry Pi 4 Model B 8GB is the best Pi for running a small local LLM or self-hosted home lab in 2026. The Pi Zero W is for… 2026-07-25 · 13 min read
- Raspberry Pi 4 8GB vs Pi Zero W: Which Fits Your First Project? — Pi 4 8GB vs Pi Zero W for your first project: one runs a full desktop, one hides inside a case at half a watt. Here's how to pick. 2026-07-22 · 7 min read
- Self-Hosting Jellyfin on a Raspberry Pi 4 8GB: What It Can Really Do — Can a Raspberry Pi 4 8GB run Jellyfin well? Only for direct play. Real stream counts, power draw, SSD picks, and when an N100 mini-PC wins… 2026-07-22 · 13 min read
- N100 Mini PC vs Raspberry Pi 4 for Home Assistant in 2026 — N100 for growing installs with cameras and local voice; Pi 4 8GB with an SSD boot drive for lean setups. Reliability lives in the storage… 2026-07-22 · 10 min read
- Raspberry Pi AI HAT+ 2 Review: 4 TOPS Edge AI on 1.2W — Yes for Pi 5 vision projects, no for LLMs. Real-time detection, pose, and keyword spotting in a modest power envelope — but you must be on… 2026-07-22 · 10 min read
- Build a Self-Hosted AI Home Lab on a Raspberry Pi 4 8GB in 2026 — How to build a self-hosted AI home lab on a Raspberry Pi 4 8GB in 2026: services that fit, why you boot from SSD, and where you hand off… 2026-07-21 · 10 min read
- Build a Retro Emulation Cabinet Brain on a Pi 4 8GB in 2026 — Yes — a Pi 4 8GB runs a full emulation cabinet through PSP-and-Wii tier at 6-8 W steady state. Full bill of materials and thermal notes… 2026-07-20 · 10 min read
- Jellyfin on a Raspberry Pi 4 8GB: What It Can and Can't Transcode — Yes, a Raspberry Pi 4 Model B 8GB runs Jellyfin well as of 2026, but only inside a narrow lane. It direct-plays 1080p H.264 to one or two… 2026-07-20 · 15 min read
- Pelican-Style Filament Dry Box: The Adafruit Build, Explained — > In brief — 2026-07-20 · A latching filament dry box keeps 3D printing filament dry by combining an airtight gasketed enclosure (a… 2026-07-20 · 15 min read
- Best Raspberry Pi for Klipper in 2026: Pi 4 8GB vs Alternatives — Best Raspberry Pi for Klipper in 2026: Pi 4 8GB versus Zero-class boards versus alternative SBCs. Sized to real workloads, not… 2026-07-19 · 9 min read
- Build a Wall-Mounted Raspberry Pi 4 Arcade Cabinet: 3D-Printed Case, SSD Boot, Real BOM — A Pi 4 arcade build without the desk clutter — 3D-printed slide-in wall mount, SSD boot for real load times, and a bill of materials that… 2026-07-19 · 9 min read
- Raspberry Pi 4 8GB as a 2026 Home Server: What Actually Runs Well — The Pi 4 8GB still runs a full 2026 home server stack — Jellyfin, Home Assistant, Pi-hole, WireGuard — at 12W with an external NVMe SSD. 2026-07-19 · 8 min read
- Best Raspberry Pi Alternative for AI Inference in 2026: When to Step Up — Searching for a Pi alternative for AI usually means you've outgrown the SBC ceiling. Here's the ladder from Pi to mini-PC to GPU box… 2026-07-18 · 7 min read
- Build a Silent Raspberry Pi 5 NAS with NVMe and Active Cooling in 2026 — The Pi 5's PCIe lane makes NVMe NAS builds finally viable. Here's the storage picks, cooling that keeps clocks stable, and a step-by-step… 2026-07-18 · 7 min read
- Best SSDs for a Raspberry Pi homelab NAS in 2026 — The Raspberry Pi 4 caps USB 3.0 near 350 MB/s. Here's the SATA vs NVMe tradeoff and the best SSD picks for a homelab NAS in 2026. 2026-07-18 · 9 min read
- Raspberry Pi 4 8GB Homelab in 2026: Jellyfin, Pi-hole and Home Assistant on One Board — The Pi 4 8GB comfortably runs Pi-hole, Home Assistant, and Jellyfin together for a household in 2026 — boot from an SSD, keep media in… 2026-07-17 · 11 min read
- RetroPie Handheld Shells in 2026: Pick the Right Pi for Your DIY Handheld — The best RetroPie handheld shells in 2026: Pi Zero 2 W vs Pi 4 vs Pi 5, matched to the shell, screen and battery you actually want. 2026-07-16 · 10 min read
- Best Raspberry Pi Alternative for Klipper in 2026 (and When the Pi Still Wins) — Best Raspberry Pi alternatives for Klipper in 2026: Orange Pi 5, Radxa Rock 5B, MKS PI, and when the Pi 4 still wins the job. 2026-07-16 · 10 min read
- Build a Raspberry Pi 4 AirPlay Receiver in 2026: Full Walkthrough — A Raspberry Pi 4 8GB plus Shairport Sync makes an AirPlay receiver for any speaker set. Full 2026 walkthrough with BOM, config, and… 2026-07-15 · 11 min read
- The Best Raspberry Pi Projects for Students in 2026 (With a Real Parts List) — The best Raspberry Pi projects for students in 2026 — with a real parts list built around a Pi 4 8 GB and a Pi Zero W starter kit. 2026-07-15 · 11 min read
- Build a Raspberry Pi Zero Cyberdeck in 2026: Parts, Wiring and a Working BOM — Parts, wiring and a real BOM for a 2026 Raspberry Pi Zero cyberdeck build — plus when to jump to a Pi 4 8 GB variant instead. 2026-07-15 · 14 min read
- Can a Raspberry Pi 4 8GB Run Local LLMs in 2026? — Small 1-3B models run at 1-5 tok/s on a Pi 4 8GB — usable for narrow offline tasks. Interactive chat needs a bigger box. 2026-07-14 · 9 min read
- Started a Homelab a Month Ago — Is a Ryzen 5 5600G Enough? — A first-month homelab with a Ryzen 5 5600G runs Jellyfin, Home Assistant, and 10+ containers with real headroom. Where it strains. 2026-07-14 · 9 min read
- Build a Raspberry Pi Zero W Cyberdeck in 2026: BOM + Wiring Guide — Full BOM for a Raspberry Pi Zero W cyberdeck under $90 — display, mini keyboard, LiPo, wiring, headless OS setup, and realistic battery… 2026-07-13 · 18 min read
- Can a Raspberry Pi 4 Run a Local LLM? Ollama tok/s Tested — A Raspberry Pi 4 8GB can run Ollama with tiny models at 3-10 tok/s. A discrete GPU rig delivers 20-40x more throughput at a much higher… 2026-07-12 · 9 min read
- Build a Silent Pi 4 NVMe Homelab: Cooling, VESA, SSD Boot — A step-by-step silent Raspberry Pi 4 8GB homelab: SSD boot, quiet active cooling, VESA mounting behind a monitor, and a $220 bill of… 2026-07-12 · 10 min read
- Build a Retro Emulation Handheld on Raspberry Pi Zero W with RetroPie — Build a portable retro emulation handheld on a $15 Raspberry Pi Zero W running RetroPie for around $70 total. Full parts list, assembly… 2026-07-12 · 9 min read
- Build a Raspberry Pi 4 NVMe Jellyfin Homelab Box in 2026 — A Raspberry Pi 4 8GB with NVMe storage runs a Jellyfin media server that direct-plays 1080p to 3 clients at ~5W idle. Full build guide and… 2026-07-12 · 9 min read
- Raspberry Pi 4 8GB Cyberdeck Build: A Practical 2026 Parts Guide — Build a Raspberry Pi 4 8GB cyberdeck: boot from a Crucial BX500, plan cooling, pick a display, and land a real portable Linux workstation. 2026-07-11 · 11 min read
- Build a Pi Zero 2 W Retro Mini-TV: Full Parts List and Setup — Build a compact, low-power Raspberry Pi Zero 2 W mini TV in an afternoon: parts, wiring, software, and honest limits for a 5-inch build. 2026-07-11 · 10 min read
- Build a Low-Power Jellyfin Server on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8 GB with an SSD boot makes a whisper-quiet always-on Jellyfin server — here’s the build, storage plan, and honest… 2026-07-11 · 9 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Real tok/s and What Fits — A Raspberry Pi 4 8GB runs local LLMs slowly but usably. Real tok/s on 1B–8B models, best model picks, and when to reach for a discrete GPU. 2026-07-10 · 9 min read
- Build a Sub-$60 Air Quality Monitor on a Raspberry Pi 4 (CO₂, PM2.5, VOC) — Build a Raspberry Pi 4 air quality monitor with real NDIR CO₂, laser PM2.5, and VOC sensing for under $60. Full BOM, wiring, and dashboard. 2026-07-10 · 9 min read
- Secluso: Private DIY Home Security on a Raspberry Pi 4 — Secluso is a privacy-first home security stack on Raspberry Pi 4. E2E encryption, Motion detection, Tailscale remote access — no monthly… 2026-07-10 · 6 min read
- Revive an Old Payphone with a Raspberry Pi Zero 2W — Revive an old payphone with a Raspberry Pi Zero 2W: full wiring, DTMF decoding, Asterisk vs. Python state machine, and the gotchas that… 2026-07-10 · 6 min read
- News: Mistral Enters Robotics With Robostral Navigate 8B — Mistral's Robostral Navigate is an 8B vision-language model built for monocular robot navigation. Weights are out; here's what to build… 2026-07-08 · 3 min read
- Build a Privacy-First Ring Alternative on a Raspberry Pi 4 in 2026 — A Pi 4 8GB running Frigate handles motion + person + package detection with local storage on NVMe. No cloud, no monthly bill, no third… 2026-07-08 · 6 min read
- Mistral Robostral Navigate: An 8B Model Steers Robots From One Camera — Robostral Navigate 8B does monocular navigation with one webcam. The compute split that makes it work: Pi 4 for safety, RTX 3060 for the… 2026-07-08 · 7 min read
- Add AI Vision to a Raspberry Pi 4 8GB with an AI Accelerator (2026) — To add AI vision to a Raspberry Pi 4 Model B 8GB in 2026, pair it with a Coral USB Accelerator or a Hailo-8 M.2 module on a HAT, run a… 2026-07-07 · 11 min read
- Raspberry Pi 5 vs Pi 4 8GB for Homelab: Which Should You Buy? — Pi 4 8GB is still the value pick for RAM-hungry homelab loads. Pi 5 wins on NVMe throughput and the incoming IOMMU story. Here's how to… 2026-07-07 · 11 min read
- Build a Local Voice Assistant on a Raspberry Pi 4 8GB in 2026: Full BOM and Real Limits — Can a Raspberry Pi 4 8GB run a private offline voice assistant in 2026? Full BOM, latency benchmarks, and where the Pi 4 finally hits its… 2026-07-07 · 11 min read
- Build a Jellyfin Home Media Server on a Raspberry Pi 4 (8GB) in 2026 — A Raspberry Pi 4 8GB is still the cheapest sensible Jellyfin server for a household in 2026 — here is the parts list, install steps, and… 2026-07-07 · 10 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM? Ollama Tiny-Model Benchmarks — A Pi 4 8GB runs 1-3B quantized models at 3-8 tok/s with Ollama — fine for tiny assistants, but a real GPU is 10-50× faster. 2026-07-06 · 10 min read
- Best Raspberry Pi Projects for College Students in 2026: 8 Builds on a Pi 4 8GB — Eight practical Raspberry Pi 4 8GB projects for college students in 2026 — network ad-blocker, personal cloud, retro emulation, local AI… 2026-07-06 · 10 min read
- Build a 3D-Printed Cyberdeck Music Workstation on a Raspberry Pi 4 — How to build a self-contained 3D-printed cyberdeck music workstation on a Raspberry Pi 4 8GB — realistic BOM, Linux audio stack picks, and… 2026-07-06 · 9 min read
- Can a Raspberry Pi 4 Run the Oomwoo Open-Source Robot Vacuum Brain? — Oomwoo is a 3D-printed, cloud-free open-source robot vacuum. Here's whether a Raspberry Pi 4 8GB can drive its mapping and navigation… 2026-07-06 · 9 min read
- Build a Pocket Retro Emulation Handheld on the Raspberry Pi Zero W in 2026 — Full build guide for a pocket-sized retro emulation handheld on the Raspberry Pi Zero W. NES/SNES/Genesis/GBA/PS1 support, 4-8 hour… 2026-07-05 · 10 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Realistic tok/s Numbers — Real tok/s benchmarks for local LLMs on the Raspberry Pi 4 8GB. Which models fit, what they cost in wall time, and where a $300 RTX 3060… 2026-07-05 · 9 min read
- Build a Wireless Fingerprint Door Lock on a Raspberry Pi Zero W — Build a wireless fingerprint door lock on a Raspberry Pi Zero W. Complete BOM, wiring, security hardening, and multi-door hub setup. 2026-07-04 · 9 min read
- Self-Host a 24/7 FM Radio Station on a Raspberry Pi Zero 2W — Self-host a 24/7 FM radio station on a Raspberry Pi Zero 2W with liquidsoap + Icecast, playlist rotation, and legal notes. 2026-07-04 · 8 min read
- Build a Motion-Triggered Trail Camera With the Raspberry Pi HQ Camera (2026) — Build a motion-triggered trail camera with the Raspberry Pi HQ Camera — PIR wiring, capture code, power, and enclosure. 2026-07-04 · 8 min read
- Raspberry Pi OS Moves to Linux 6.18 LTS: What Changes for Pi Builders — What the Raspberry Pi OS Linux 6.18 LTS + LabWC update actually changes for Pi builders, plus the upgrade path. 2026-07-04 · 8 min read
- Jellyfin on a Ryzen 5 5600G: 4K Transcoding on a $400 Mini-Server (2026) — A Ryzen 5 5600G or 5700G plus 32GB DDR4 and dual SATA SSDs makes a Jellyfin server that handles 4K HEVC transcode for $380-460. Full parts… 2026-07-04 · 10 min read
- Self-Hosting Jellyfin on a Raspberry Pi 4 8GB: Real Performance — How the Raspberry Pi 4 8GB holds up as a self-hosted Jellyfin server in 2026: transcoding limits, SSD storage, direct-play tips, and power… 2026-07-04 · 14 min read
- Build a Home NAS on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8GB with a USB3 SSD makes the cheapest always-on home NAS in 2026. Gigabit Ethernet is the ceiling — not the CPU. Full… 2026-07-04 · 15 min read
- Self-Hosted Home Assistant on a Raspberry Pi 4 8GB (2026 Build) — How to build a rock-solid Home Assistant server on a Raspberry Pi 4 8GB in 2026, with SSD boot, ~$30/year electricity, and local voice… 2026-07-04 · 12 min read
- Build a Home AI Assistant on a Raspberry Pi 4 8GB in 2026 — Can a Raspberry Pi 4 8GB run a local AI assistant? Yes — 1-3B models at 3-8 tok/s. The trick is a two-tier setup with a desktop for heavy… 2026-07-04 · 9 min read
- Build a Jellyfin Media Server on a Raspberry Pi 4 8GB in 2026 — Build a Jellyfin server on a Raspberry Pi 4 8GB in 2026 — codec transcoding limits, storage strategy, and the exact point where the Pi 5… 2026-07-04 · 10 min read
- Self-Host Jellyfin on the Raspberry Pi 4 8GB: Transcoding Limits — A Raspberry Pi 4 8GB makes a capable Jellyfin server for direct-play libraries, but the BCM2711 chokes at 1080p transcoding - here are the… 2026-07-04 · 12 min read
- Raspberry Pi Zero W Projects for Beginners in 2026 — Five beginner-friendly Raspberry Pi Zero W projects — AirPlay server, retro emulator, sensor logger, network gadget, camera — with parts… 2026-07-04 · 10 min read
- Raspberry Pi 4 8GB as a Local LLM Box: What Models Actually Run? — The Raspberry Pi 4 8GB is the cheapest always-on LLM box you can build in 2026 — here are real tok/s for 1B, 3B, and 7B quants, and when… 2026-07-04 · 10 min read
- Build a RetroPie Arcade on a Raspberry Pi 4 8GB in 2026 — Build a RetroPie arcade on a Pi 4 8GB in 2026: parts list, best arcade sticks and gamepads, per-console compatibility, and cooling for… 2026-07-04 · 12 min read
- Build a Raspberry Pi 4 NAS with a Crucial BX500 SSD in 2026 — A concrete 2026 BOM for a Pi 4 SSD NAS: parts list, gigabit throughput numbers, UASP adapter picks, and OpenMediaVault vs plain Samba. 2026-07-04 · 11 min read
- Build a Raspberry Pi 4 8GB NAS with SATA SSDs in 2026 — Build a home NAS on a Raspberry Pi 4 8GB with SATA SSDs: 118 MB/s SMB reads, OpenMediaVault setup, UASP adapter picks, and where the build… 2026-07-04 · 10 min read
- Build a Raspberry Pi 4 NAS With an SSD in 2026 — Full 2026 parts list, OMV6 and DietPi walkthroughs, measured 108 MB/s SMB reads, and 5.6 W idle power for a Pi 4 NAS build. 2026-07-04 · 18 min read
- Build a Pocket RetroPie Handheld on a Raspberry Pi Zero W (2026 BOM) — A complete 2026 BOM for a Raspberry Pi Zero W RetroPie handheld: which systems it emulates well, what to buy, and how it stacks up against… 2026-07-04 · 10 min read
- Self-Hosting Immich on a Raspberry Pi 4 8GB: Power and Performance — Real power draw, ML index times, upload speed and library-size limits for running Immich on a Pi 4 8GB — plus when to jump to a mini-PC. 2026-07-04 · 14 min read
- Build a Silent Home NAS on a Raspberry Pi 4 8GB With a SATA SSD (2026) — How to build a silent, low-power home NAS on a Raspberry Pi 4 8GB with a Crucial BX500 SATA SSD, a UASP USB-SATA adapter, and Samba — full… 2026-07-04 · 12 min read
- Raspberry Pi AI Module in 2026: Can a Pi + Hailo Run Local LLMs? — The Raspberry Pi AI Kit accelerates vision, not LLM generation. Here's what a Pi 4 8 GB + Hailo can and can't do with small language… 2026-07-04 · 11 min read
- Jellyfin on Raspberry Pi 4 8GB with an SSD (2026 Guide) — A Raspberry Pi 4 8GB with an SSD makes a competent single-user Jellyfin server as long as you plan around direct-play formats… 2026-07-03 · 9 min read
- Raspberry Pi 4 8GB Local LLM Throughput in 2026 — A Raspberry Pi 4 8GB runs 1-3B q4 LLMs at 1-3 tok/s — enough for intent classification, batch summarization, and slow home-assistant… 2026-07-03 · 9 min read
- Raspberry Pi Locator Is Shutting Down: How to Find Pi 4 Stock in 2026 — The rpilocator era is ending because supply is back to normal. Here is the sensible 2026 playbook for buying a Pi 4 8GB. 2026-07-03 · 9 min read
- Build a Raspberry Pi 4 Cyberdeck Music Workstation in 2026 — Build a portable Pi 4 8GB synth workstation for under $300 — real-time audio kernel, USB DAC, printed cyberdeck case. 2026-07-03 · 9 min read
- Build a Raspberry Pi 4 8GB Starter Home Lab in 2026: BOM + First Services — The Raspberry Pi 4 8GB is still the right starter home-lab board in 2026 — here's the BOM, the first three services, and when to graduate… 2026-07-02 · 10 min read
- What a $15 Raspberry Pi Zero W Can Still Do in 2026 — Where a $15 Pi Zero W still beats a Pi 4 in 2026: five proven projects, a spec-delta table, and the storage + power moves that keep it… 2026-07-02 · 13 min read
- Network-Wide Ad Blocking with Pi-hole on a Raspberry Pi 4 8GB (2026 Setup) — A Pi 4 8GB with Pi-hole blocks a fifth to a third of household DNS traffic on every device on the network. Here is the full 30-minute… 2026-07-01 · 7 min read
- Jellyfin on a Raspberry Pi 4 8GB in 2026: The 4K Transcode Reality Check — Raspberry Pi 4 8GB as a Jellyfin media server: excellent for direct-play, poor for 4K transcoding. Full build guide with SSD attach +… 2026-07-01 · 11 min read
- Build a Frigate AI Security-Camera NVR on a Raspberry Pi 4 8GB in 2026 — A Pi 4 8GB, a Coral TPU, a SATA SSD, and Frigate. The accessible local-NVR path with 24/7 stability, 2-4 cameras, and no cloud… 2026-07-01 · 11 min read
- Home Assistant on a Raspberry Pi 4 8GB: Full 2026 Setup — A complete 2026 setup for Home Assistant on the Raspberry Pi 4 8GB: parts list, SSD boot, real workload numbers, and when to upgrade to a… 2026-07-01 · 13 min read
- Self-Host Immich on a Raspberry Pi 4 8GB: 2026 Setup + Perf — How to self-host Immich on a Raspberry Pi 4 8GB in 2026: storage choices, ML performance expectations, network exposure patterns, and a… 2026-06-30 · 10 min read
- Self-Hosted Jellyfin on a Raspberry Pi 4 8GB: What 1080p Transcoding Really Costs — Can a Raspberry Pi 4 8GB run Jellyfin for 1080p streaming? Direct-play yes, transcoding no — and an SSD over USB beats an SD card every… 2026-06-26 · 10 min read
- Build a Raspberry Pi 4 Pi-hole + Unbound Ad-Blocker in 2026 — How to build a Pi-hole ad blocker on a Raspberry Pi 4 8GB with Unbound recursive DNS — Docker compose, SSD storage, DHCP setup, and… 2026-06-25 · 13 min read
- Raspberry Pi 4 vs Pi Zero W: Which Board for Your First Project? — Raspberry Pi 4 or Pi Zero W for your first project in 2026? A spec-delta table, project-fit matrix, and storage advice for both boards… 2026-06-25 · 14 min read
- Build a Self-Updating 24/7 FM Radio Station on a Raspberry Pi Zero W — Build a legal low-power 24/7 FM radio station on a Raspberry Pi Zero W using PiFmRds/PiFmAdv — parts list, software setup, RDS encoding… 2026-06-25 · 15 min read
- Build a Home Assistant Smart-Home Hub on a Raspberry Pi 4 8GB in 2026 — Build a 24/7 Home Assistant smart-home hub on a Raspberry Pi 4 8GB with SSD boot, Zigbee, Z-Wave and three worked automation examples. 2026-06-25 · 16 min read
- Raspberry Pi 4 8GB as a Jellyfin Media Server: Real Limits — A Pi 4 8GB runs Jellyfin well for direct-play and light remux — but 4K HEVC transcoding will stutter. Here is what works, what does not… 2026-06-24 · 16 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM? What Actually Works in 2026 — Yes, a Raspberry Pi 4 8GB runs local LLMs — for small models at a few tokens per second. What works, what doesn't, and when. 2026-06-24 · 9 min read
- Build a Motion-Triggered Wildlife Camera on Raspberry Pi (2026) — A 2026 synthesis: building a PIR-triggered Raspberry Pi wildlife camera with sourced BOM, wiring, motion vs picamera2 stacks, and solar… 2026-06-24 · 16 min read
- Build a Raspberry Pi Retro Handheld with the 8BitDo SN30 Pro — Cheap, flexible, drift-free: build a Raspberry Pi RetroPie handheld around the 8BitDo SN30 Pro for under $100 in 2026. 2026-06-19 · 11 min read
- Raspberry Pi 5 16GB for Local LLMs: What Models Actually Fit? — Raspberry Pi 5 16GB for local LLMs: what models actually fit, what speeds to expect, and when to step up to a discrete GPU rig. 2026-06-19 · 7 min read
- Build an Always-On Raspberry Pi Zero W Project: 24/7 FM Radio and More — The Raspberry Pi Zero W is the cheapest always-on hobbyist platform in 2026 — here is how to build a 24/7 FM radio (and a few other… 2026-06-19 · 7 min read
- AVX-512 Software RAID on AMD Ryzen: Up to 41% Faster Linux md-RAID — Linux's new AVX-512 md-RAID path accelerates parity arrays by up to 41% — but Zen 3 Ryzen (5800X, 5600G) doesn't expose AVX-512. 2026-06-17 · 11 min read
- Self-Hosting Jellyfin on a Ryzen 5 5600G: 4K Transcode on the Cheap — Why the Ryzen 5 5600G remains the homelab pick for 2026 Jellyfin builds — what its Vega iGPU can really transcode, and the full BOM that… 2026-06-17 · 14 min read
- Is Your First Homelab Right? A 2026 Hardware Sanity Check on a Ryzen 5 5600G — Worried your first homelab CPU is too weak? The Ryzen 5 5600G handles Pi-hole, Home Assistant, Jellyfin, Immich, and 10+ containers… 2026-06-17 · 12 min read
- Build a Raspberry Pi Zero W Retro Emulation Handheld in 2026 — The Pi Zero W remains the cheapest credible retro handheld brain. Vilros kit, 8BitDo SN30 Pro, RetroPie, and a 3.5" LCD make a build that… 2026-06-17 · 12 min read
- Self-Host Immich on a Budget Homelab Box: Storage Tiers That Make Sense — A budget Immich self-host on a Ryzen 5 5600G with the right SSD storage tiers — under $400 in parts and Google Photos out the door. 2026-06-16 · 11 min read
- Revive a Dead Payphone with a Raspberry Pi Zero 2 W: Full Build Walkthrough — Resurrect a dead payphone with a Raspberry Pi Zero 2 W. GPIO wiring, SIP/VoIP stack, audio path, and the five mistakes that kill these… 2026-06-15 · 16 min read
- Build a Self-Updating 24/7 FM Radio Station on a Raspberry Pi Zero W — Build a self-updating 24/7 FM radio station on a $15 Raspberry Pi Zero W. Full parts list, software stack, FCC Part 15 limits, and pitfalls. 2026-06-15 · 14 min read
- Self-Host Jellyfin on a Ryzen 5 5600G Mini Build in 2026: Measured Power and Transcoding — The Ryzen 5 5600G is the cheapest serious Jellyfin host in 2026 — Vega 7 VAAPI hits four 1080p streams while idling under 30 W. 2026-06-15 · 10 min read
- Build a Pi Zero W Handheld Retro Emulator in 2026: Full Parts List and Setup — Build a Raspberry Pi Zero W retro emulator handheld in 2026. Complete parts list and step-by-step setup using RetroPie and an 8BitDo SN30… 2026-06-15 · 10 min read
- Homelab Month One: Raspberry Pi 4 or a Ryzen 5 Mini-PC? — Picking your first homelab node in 2026: when the $90 Raspberry Pi 4 wins, when the $400 Ryzen 5 5600G build is the right answer, and what… 2026-06-15 · 11 min read
- Self-Host Immich Photo Backup on a Raspberry Pi 4 8GB in 2026 — Self-host Immich on a Raspberry Pi 4 8GB with NVMe over USB and a Samsung 870 EVO backup — a $200, 6-8W Google Photos replacement for… 2026-06-14 · 10 min read
- Build a Real-Time Flight Tracker (ADS-B) on a Raspberry Pi 4 in 2026 — Build a Raspberry Pi 4 ADS-B receiver in a weekend — hardware list, software stack, antenna placement, and what the FlightAware feeder… 2026-06-14 · 10 min read
- Self-Host Home Assistant on a Raspberry Pi 4 8GB: Setup and Real Limits — Home Assistant on a Pi 4 8GB is still the canonical self-hosted setup in 2026 — but only with the right storage. Here's setup, real… 2026-06-14 · 11 min read
- Build a Pi Zero W Retro Handheld in 2026: Full Parts List and Setup — Build a real Pi Zero W retro handheld in 2026 with this full BoM, screen options, battery math, and the emulation ceiling you can actually… 2026-06-14 · 12 min read
- AVX-512 Speeds Linux Software RAID Up to 41% — What It Means for Your Homelab NAS — AVX-512 accelerates Linux software RAID parity by 30-45% in synthetic benchmarks. In a 60-day SATA-tier homelab trial the real-world gain… 2026-06-14 · 14 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Phi & TinyLlama tok/s — Real Raspberry Pi 4 8GB local LLM tok/s for TinyLlama, Phi-3 Mini, and 7B models — quantization matrix, prefill vs generation costs, and… 2026-06-13 · 11 min read
- Self-Host Jellyfin on a Raspberry Pi 4 8GB in 2026 — The Raspberry Pi 4 8GB handles one or two direct-play Jellyfin streams cleanly. Use an external SSD, wired ethernet, and skip transcoding. 2026-06-13 · 8 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? tok/s for TinyLlama, Phi, and Qwen — A Pi 4 8GB runs TinyLlama and Qwen 0.5B at usable speeds; 7B-class models at q4 hit ~2 tok/s, fine for batch jobs, painful for chat — and… 2026-06-13 · 11 min read
- Build a RetroPie Handheld with the Raspberry Pi Zero W in 2026: Full BOM + Setup — A Raspberry Pi Zero W handheld can emulate NES, SNES, Genesis, Game Boy family, and PS1 cleanly for $75-115 in parts. Full BOM + setup. 2026-06-13 · 10 min read
- Build a Jellyfin Media Server on a Raspberry Pi 4 in 2026 — Yes, a Raspberry Pi 4 8GB runs Jellyfin well — for direct-play. Here's the BOM, USB 3.0 SSD setup, transcoding limits, power draw, and… 2026-06-12 · 11 min read
- Run Home Assistant on a Raspberry Pi 4 8GB in 2026 (SSD Boot) — A used Pi 4 8GB plus a SATA SSD over USB 3.0 is the cheapest Home Assistant host that lasts five years instead of six months. 2026-06-11 · 9 min read
- Best Storage for a Raspberry Pi Homelab: SATA SSD over USB vs microSD — Pi homelab corrupting its microSD every few months? Here is the 2026 synthesis on SATA SSD over USB 3.0 vs microSD — bridges, UASP, boot… 2026-06-11 · 18 min read
- Build a Couch Emulation Station: Raspberry Pi 4 + 8BitDo SN30 Pro — A 2026 walkthrough for building a couch-friendly Raspberry Pi 4 emulation station with an 8BitDo SN30 Pro: BOM, OS, compatibility, setup… 2026-06-11 · 13 min read
- Raspberry Pi AI HAT+ (26 TOPS): What It Actually Runs in 2026 — The Raspberry Pi AI HAT+ adds a 26 TOPS Hailo-8L NPU to the Pi 5 via PCIe. Here is what it actually runs, the model toolchain, and the… 2026-06-10 · 8 min read
- Best Raspberry Pi Alternative in 2026: Pi vs Orange Pi vs Radxa — Pi 5, Orange Pi 5, and Radxa Rock 5B benchmarked head-to-head with a plain-English pick per project — media server, edge-AI, homelab. 2026-06-10 · 9 min read
- Radxa Rock 5B+ Review (2026): The Enthusiast's RK3588 Board — The Radxa Rock 5B+ is the RK3588 single-board computer to buy in 2026: mature Armbian support, 16GB RAM, and the smoothest Linux desktop… 2026-06-10 · 10 min read
- Jellyfin vs Plex on a Raspberry Pi 4 (8GB) in 2026: Transcoding, Power Draw, and Which to Self-Host — For a Raspberry Pi 4 8GB media server in 2026, run Jellyfin if… 2026-06-10 · 8 min read
- Run a Local LLM on a Raspberry Pi 4 (8GB) in 2026: What Actually Works and How Slow It Is — Yes, a Raspberry Pi 4 8GB can run a local LLM — but slowly, on small models, and only at… 2026-06-10 · 8 min read
- Home Assistant on a Raspberry Pi 4 8GB in 2026: SSD Boot, Power Draw, Performance — Is the Raspberry Pi 4 8GB still the right Home Assistant hub in 2026? SSD boot, real RAM use, single-digit watts, and when to switch to a… 2026-06-09 · 14 min read
- Started a Homelab Last Month — Is the Ryzen 5 5600G Build Right? — One month into your first homelab, the 5600G question keeps coming up. Here is when six Zen 3 cores plus an iGPU are exactly right — and… 2026-06-09 · 16 min read
- Build a Raspberry Pi 4 8GB RetroPie Emulation Station in 2026 — Editorial synthesis on how to build a raspberry pi 4 retropie emulation station: the realistic 2026 hardware picture, what runs and what… 2026-06-09 · 9 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM with Ollama? — A Pi 4 8GB runs 1-3B models at 2-5 tok/s on CPU. Workable for home automation and background classifiers, not for interactive chat. 2026-06-08 · 9 min read
- Self-Host Jellyfin on a Raspberry Pi 4 8GB: Real Transcoding Numbers — Real Jellyfin 10.9 numbers on a Raspberry Pi 4 8GB: HW transcoding limits, SSD picks, power draw, and when you should just buy a used… 2026-06-07 · 10 min read
- Build a Raspberry Pi Carputer for Your Daily Driver (2026) — Building a Raspberry Pi carputer that survives crank dips, summer heat, and weekly drives. Real wiring, the right SSD setup, and the… 2026-06-06 · 10 min read
- Raspberry Pi Dual Monitor Setup: Driving Two 4K Displays in 2026 — Yes, a Raspberry Pi can drive two 4K monitors in 2026 — the Pi 4 8GB at 30Hz and the Pi 5 at a true 60Hz. Cables, config, panels, and… 2026-06-06 · 9 min read
- Self-Hosted Immich on a Raspberry Pi 4 8GB: Photo Backup Without the Cloud — A Raspberry Pi 4 8 GB plus a real USB SSD makes a great Immich photo backup for a family — provided you keep the ML jobs off the Pi itself. 2026-06-05 · 9 min read
- Build a Live ADS-B Flight Tracker on a Raspberry Pi 4 in 2026 — Building a live ADS-B flight tracker on a Raspberry Pi 4 in 2026 takes four parts: a Raspberry Pi 4 Model B 8GB running PiAware or readsb… 2026-06-05 · 13 min read
- Build a Self-Hosted Security Camera on a Raspberry Pi 4 8GB in 2026 — To build a private security camera on a Raspberry Pi in 2026, pair a Raspberry Pi 4 Model B 8GB with a USB-attached SATA or NVMe SSD for… 2026-06-05 · 13 min read
- Run a Local LLM on a Raspberry Pi 4 8GB: What Works in 2026 — What 7B and smaller models actually run on a Raspberry Pi 4 8GB in 2026, what tok/s to expect, and the storage and cooling setup that… 2026-06-05 · 10 min read
- Self-Host Jellyfin and Home Assistant on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8GB runs Home Assistant + Jellyfin together in 2026 if you accept single-stream 1080p transcoding. Full setup and BOM here. 2026-06-04 · 7 min read
- Build a Plex Media Server on a Raspberry Pi 4 8GB in 2026 — A Raspberry Pi 4 8GB can host a household Plex server in 2026 — if you accept its transcoding limits and pair it with the right SSD and… 2026-06-01 · 10 min read
- Home Assistant on a Raspberry Pi 4 8GB: 2026 Smart-Home Hub Build — Build a silent Home Assistant hub on a Raspberry Pi 4 8GB for ~$260 — BOM, install workflow, power draw, and when to move from SD to SSD. 2026-06-01 · 10 min read
- Self-Host Immich on a Raspberry Pi 4 8GB: A Google Photos Replacement — A Pi 4 8GB + USB-3 SATA SSD is enough to host Immich for sub-50K-photo libraries with overnight ML indexing. Full BOM and install steps. 2026-05-31 · 10 min read
- Self-Host Jellyfin on a Raspberry Pi 4 8GB in 2026: Setup and Real Transcode Limits — Self-hosting Jellyfin on a Raspberry Pi 4 8GB in 2026 - what direct play and hardware transcode actually deliver, and where the box gives… 2026-05-31 · 10 min read
- Build a RetroPie Console on a Raspberry Pi 4 8GB in 2026: A Complete Walkthrough — Build a full RetroPie emulation console on a Raspberry Pi 4 8GB in an afternoon — complete walkthrough, controllers, BIOS, performance… 2026-05-31 · 10 min read
- Can a Raspberry Pi 4 8GB Run a Local LLM in 2026? Realistic tok/s — A Pi 4 8GB runs 1B-3B parameter LLMs at q4 in a few tok/s — great for offline command parsing and always-on inference at 5W, not for chat. 2026-05-31 · 8 min read
- PS5 DualSense vs 8BitDo Pro 2 on Raspberry Pi 4 RetroPie: Which Controller Wins in 2026? — DualSense vs 8BitDo Pro 2 on Raspberry Pi 4 RetroPie — pairing reliability, d-pad feel, battery life, and which one to buy first. 2026-05-27 · 10 min read
- Raspberry Pi 4 8GB in 2026: Still the Right Pick for Retro Emulation and Home Servers? — Pi 4 8GB vs Pi 5 in 2026: when the older board still wins, when to pay up, and the controllers that earn their place on a RetroPie build. 2026-05-27 · 9 min read
- Raspberry Pi 4 8GB in 2026: Still the Best Home-Lab SBC for Under $80 — Pi 4 8GB is still the best home-lab SBC under $80 if your stack fits in 8 GB. Pi 5 wins for NVMe, vision inference, larger local LLMs. 2026-05-24 · 10 min read
- Raspberry Pi 5 Local LLM Server: Best Models for 8GB RAM in 2026 — The best LLMs for a Raspberry Pi 5 8GB server: Llama 3.2 1B (15-22 tok/s), Phi-3 Mini, Qwen 2.5 — with q4_K_M quant, full setup, and Hailo… 2026-05-24 · 13 min read
- Build a $20 DualSense PC Adapter: The Open-Source Sony Workaround — Sony's DualSense pairing on Windows drops inputs and loses adaptive-trigger fidelity over Bluetooth. A $20 Raspberry Pi Pico W adapter… 2026-05-19 · 10 min read
- Raspberry Pi 5 + Hailo-8L vs Coral Dual Edge TPU: Which AI Accelerator HAT Wins in 2026? — The Hailo-8L runs YOLOv8n at 52 FPS versus Coral's 38 FPS, supports modern transformer architectures Coral can't handle, and installs in… 2026-05-15 · 10 min read
- Raspberry Pi 4 8GB as a Low-Power Quake 3 / OpenArena / UT99 Dedicated Server (2026 Build Log) — A Pi 4 8GB runs ioquake3 at 16 players and 125 Hz for under $10/year in electricity. This 2026 build log covers Q3, OpenArena, and UT99 on… 2026-05-15
- Best Raspberry Pi 4 Starter Kit Bundle for First-Time Robotics Builders in 2026 — The Raspberry Pi 4 8GB paired with the Freenove Ultimate Starter Kit gives first-time robotics builders 435+ components, 25 projects, and… 2026-05-15 · 13 min read
- Best USB Microphone for a Raspberry Pi Project YouTube Channel (2026) — The HyperX QuadCast 2 is the best USB microphone for a Raspberry Pi or maker project YouTube channel in 2026 — its cardioid mode, shock… 2026-05-15 · 11 min read
- LattePanda Sigma vs Raspberry Pi 4 8GB: x86 Windows SBC vs ARM Linux for Edge AI Workloads in 2026 — Sigma wins for Windows-native AI stacks and larger models; Pi 4 8GB wins on watts and cost — full tok/s benchmarks, perf-per-watt, and… 2026-05-15 · 11 min read
- Raspberry Pi 4 8GB as a Headless Local-LLM Sidecar: llama.cpp Tuning, Quantization Matrix, and Real tok/s — A Raspberry Pi 4 8GB hits 3-5 tok/s with Qwen2.5-3B at Q4_K_M — enough for a headless sidecar. Here's the full quantization matrix, setup… 2026-05-15 · 11 min read
- How to Fix a Raspberry Pi 5 That Won't Boot: Power, microSD, and Display Diagnostics — If your raspberry pi 5 won't boot, work through this checklist in order: confirm a 5V/5A USB-C PD source, reflash a known-good A2 microSD… 2026-05-08
- Best Raspberry Pi 5 Home Lab Cluster Setup for Self-Hosting (2026) — The best raspberry pi 5 home lab cluster setup 2026 is a 4-node Pi 5 8GB stack on a 2.5GbE switch, each node running K3s on Ubuntu 24.04… 2026-05-08
- Best Controller for Raspberry Pi Retro Gaming and Emulation in 2026 — 8BitDo Pro 2 is the right answer at $50 — wired, BLE, hardware profile switch, real d-pad. Latency tests, pairing recipes, multi-player… 2026-05-06 · 11 min read
- Best Controller for PC Retro Gaming (2026) — Discover the best controller for PC retro gaming in 2026 with our detailed comparison and analysis. From 8BitDo Pro 2's top performance to… 2026-05-04
- FREENOVE Ultimate Starter Kit on Raspberry Pi 4 8GB: 30 Projects Tested for First-Time Makers and Robotics Learners — We timed all 33 FREENOVE tutorial projects on a Pi 4 8GB with a 12-year-old beginner. $148.91 total. Best learn-electronics kit under $135. 2026-05-02 · 9 min read
- Best Streaming Gear for a $500 Twitch Starter Setup in 2026 — $300 of gear plus $200 in reserve is the realistic floor for a Twitch starter setup in 2026. We benchmarked the Blue Yeti, HyperX QuadCast… 2026-05-01 · 18 min read
- Best SSD for Steam Deck and Handheld PCs in 2026 — The Steam Deck's internal slot is M.2 2230 NVMe — buying the wrong form factor is the #1 returns reason. We cover the four supporting… 2026-05-01 · 19 min read
- Hailo-10H AI Accelerator on Raspberry Pi 5: Real Tok/s for On-Device LLMs — We benched the Hailo-10H on a Raspberry Pi 5 against the Jetson Orin Nano Super on four INT4 LLMs. Llama 3.2 3B hits 20 tok/s at 14W on… 2026-05-01 · 14 min read
- Build a DualSense PC Dongle with a Raspberry Pi Pico: Adaptive Triggers and Haptics on Windows — Windows Bluetooth strips DualSense adaptive triggers and haptics. A Raspberry Pi Pico 2 W flashed with custom firmware re-emits the full… 2026-04-30 · 15 min read
- Raspberry Pi 5 + AI HAT: Five Computer-Vision Projects That Actually Run in Real Time — Five real maker projects on a Pi 5 + Hailo-8L AI HAT, with measured FPS, latency, and power. Why marketing TOPS overstates real-world FPS… 2026-04-30 · 15 min read
- Jetson Orin Nano Super for ROS 2 Robotics: Build Guide + Real Latency Numbers — How to build a ROS 2 robot on the NVIDIA Jetson Orin Nano Super in 2026. Bill of materials, JetPack 6.1 + ROS 2 Jazzy install… 2026-04-30 · 13 min read
- Raspberry Pi 5 + Hailo-8 vs Jetson Orin Nano Super: Which Edge AI Box Wins for Vision Workloads? — Pi 5 + Hailo-8 wins for fixed-vision pipelines (same FPS as Orin Nano Super on YOLOv8n/s at half the watts and $100 less). Jetson wins the… 2026-04-30 · 14 min read
- ESP32-S3 vs RP2350 vs Nordic nRF54L15: Which MCU for On-Device AI in 2026? — RP2350, ESP32-S3 v3, and Nordic nRF54L15 all claim the tinyML crown in 2026. We benchmark all three on the same int8 MobileNetV2-class… 2026-04-30 · 12 min read
- Hailo-8 vs Hailo-8L vs Coral TPU: Which AI Accelerator Wins on Raspberry Pi 5? — We benchmarked the Hailo-8 (26 TOPS), Hailo-8L (13 TOPS), and Google Coral USB Accelerator (4 TOPS) on the same Raspberry Pi 5, with… 2026-04-30 · 14 min read
- Build a Fully Local PDF-to-Audiobook Pipeline on Jetson Orin Nano Super — Community benchmarks measured a fully local PDF-to-audiobook pipeline on the Jetson Orin Nano Super: 4× faster than Pi 5 CPU and 1.7×… 2026-04-30 · 13 min read
- Local PDF-to-Audiobook on a Raspberry Pi 5: Kokoro 82M + Qwen + llama.cpp — How to build an offline PDF-to-audiobook pipeline on a Raspberry Pi 5 with Kokoro 82M TTS, Qwen 3B for chunking, and a Hailo-8 AI HAT… 2026-04-29 · 10 min read
- Jetson Orin Nano Super vs Hailo-8 AI HAT+: Which Edge-AI Path Is Right for You? — Jetson Orin Nano Super vs Pi 5 + Hailo-8 AI HAT+ benchmarked head-to-head: YOLOv8/v11, ResNet-50, Whisper, and small-LLM inference. Total… 2026-04-29 · 10 min read
- Best Raspberry Pi Projects for Beginners in 2026 — Pi-hole, RetroPie, Home Assistant, MagicMirror², and a GPIO starter kit — the five Raspberry Pi projects beginners actually finish in 2026. 2026-04-24 · 9 min read
- Best Single-Board Computers for Home Lab in 2026 — | Pick | Best For | Key Spec | Price Range | Verdict | |------|---------|----------|-------------|---------| | Raspberry Pi 5 8GB |… 2026-04-24 · 10 min read
- Build a Magic Mirror 2 Smart Home Hub (2026) — A complete build guide for a Magic Mirror 2 smart home hub — two-way mirror + monitor + Raspberry Pi 4 running MagicMirror² with weather… 2026-04-23 · 15 min read
- Build an 8-Node Raspberry Pi Cluster for Distributed Computing (2026) — A complete guide to building an 8-node Raspberry Pi 5 cluster with K3s Kubernetes, PoE networking, shared NVMe storage, and real workloads… 2026-04-23 · 17 min read
- Build a PiKVM V3 Device for Remote Server Management (2026) — A complete guide to building a PiKVM V3 — a Raspberry Pi 4-based IP-KVM that gives you BIOS-level remote access to any server over a web… 2026-04-23 · 14 min read
- Local AI on Raspberry Pi 5: Real Benchmarks for Llama, Phi, and Gemma (2026) — A complete tutorial for running Llama 3.2 1B, Phi-3.5 mini, and Gemma 2 2B on a Raspberry Pi 5 8GB with Ollama. Real tok/s benchmarks… 2026-04-23 · 14 min read
- Build a RetroPie Handheld in 2026: A Complete Step-by-Step Guide — A complete build guide for a DIY RetroPie handheld using a Raspberry Pi 4, 5" HDMI LCD, 2500 mAh Li-Po battery, Adafruit PowerBoost 1000… 2026-04-23 · 10 min read
- Best Raspberry Pi Alternatives for SBC Enthusiasts in 2026 — We tested the Orange Pi 5 Plus, Radxa Rock 5B+, LattePanda Sigma, Libre Computer Renegade Elite, and BeagleBone Black against the… 2026-04-23 · 10 min read
- LattePanda Sigma Review (2026): The x86 SBC That Breaks the Pi Pattern — The LattePanda Sigma is ten times the price of a Raspberry Pi 5 and does things no Pi can. A full Intel Core i5 with 32GB of RAM, dual… 2026-04-23 · 10 min read
- Orange Pi 5 Plus vs Raspberry Pi 5: The Honest Head-to-Head (2026) — The Orange Pi 5 Plus wins on paper across almost every spec — faster SoC, more RAM, an onboard NPU, HDMI input, a real M.2 slot. The Pi 5… 2026-04-23 · 15 min read
- Raspberry Pi 5 8GB Review (2026): Still the SBC to Beat — A two-year retrospective on the Raspberry Pi 5 8GB: 2–3x faster than the Pi 4, new PCIe 2.0 lane for NVMe, higher power draw, mandatory… 2026-04-23 · 14 min read
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