Choosing Between Two NAS Options: 4-Bay RK3588 vs the RK3572 Storage Box
With a self-built NAS, the hard part is rarely “should I build one” but “which tier.” Pick too low and you want to replace it within a year; pick too high and the ex…
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Custom PCBA Requirements: 12 Things to Specify Before Requesting a Quote
“I want a custom board” is not a quotable sentence. Not because suppliers are unwilling, but because too much is missing — how many interfaces, what dimensions, whic…
Robot and AGV Controller Hardware: Real-Time Layering, Fieldbuses and Compute Budget
Controller selection for AGVs, AMRs and service robots often starts with “how many TOPS do we need.” What actually decides whether a project lands cleanly is somethi…
Can RK3588 Run Local LLMs? Quantized Inference on a 6-TOPS NPU, Tested
Real throughput, memory footprint and practical limits of 3B/7B quantized models on RK3588 — plus selection advice.
How to Choose an RK3588 Dev Board in 2026: From 8K Display to Edge AI
A practical 2026 selection framework for RK3588 boards: compute, display, I/O and long-term software support.
Embedded Linux or Android for Industrial Devices: A Decision Checklist
The most common outcome when choosing an operating system for an industrial project is “start with Android, switch to Linux when it stops working” — and the price is…
RK3588 vs RK3588S: Same Architecture, Different Positioning
RK3588 and RK3588S are often treated as a high-end and low-end version of the same chip. They are indeed the same generation, with the same eight-core CPU (4×Cortex-…
Thermal Design for Edge Boxes: Fanless, Active or Passive Cooling
When an edge device fails, the leading cause is usually not software but thermals. A box that performs beautifully in an air-conditioned server room may not survive…
Multi-Camera MIPI Vision Design: Matching Interfaces, Bandwidth and Compute
In machine vision projects the camera count is usually fixed during requirements, but bandwidth rarely gets calculated first. The result is a board that drops frames…
Deploying Models on the RK3588 NPU: From the RKNN Toolchain to Real 6 TOPS Throughput
Between the “6 TOPS” on a specification sheet and the frame rate you actually get lies an entire toolchain. Plenty of teams buy an RK3588 board only to discover that…