TinyComputers.io

Latest software-engineering

Building Cross-Platform Rust Binaries: A Multi-Architecture Build Orchestration System

 · 11 min read

A comprehensive guide to building a production-grade multi-platform build orchestration system that leverages diverse hardware (from single-board computers to powerful x86_64 servers) to build native Rust binaries for macOS, Linux, FreeBSD, NetBSD, and OpenBSD across ARM64 and x86_64 architectures. Includes architecture diagrams, performance comparisons, cost analysis, and the surprising discovery that emulated ARM64 on x86_64 outperforms native ARM64 hardware by 6x.
Recent
benchmarks Rockchip RK3588 NPU Deep Dive: Real-World AI Performance Across Multiple Platforms  · 14 min read Hardware Reviews Banana Pi CM5-Pro Review: A Solid Middle Ground with AI Ambitions  · 25 min read Hardware Reviews The Horizon X3 CM: A Cautionary Tale in Robotics Development Platforms  · 21 min read benchmarks AMD GPU Comparison: Max+ 395 vs RX 7900 for LLM Inference  · 6 min read

Sponsors

More Articles

Machine Learning

Getting YOLOv8 Training Working on AMD Ryzen™ AI Max+ 395

 · 12 min read

A technical deep-dive into debugging batch normalization failures on AMD RDNA 3 GPUs (gfx1151), building MIOpen from source, and finally achieving GPU-accelerated YOLOv8 training. This comprehensive guide covers the complete journey from initial failures to success, including community troubleshooting, Docker testing, source compilation, and performance optimization for AMD's latest consumer graphics architecture.
Book Reviews, Financial Technology

Build a Robo-Advisor with Python (From Scratch) - Review

 · 17 min read

A comprehensive review of *Build a Robo-Advisor with Python (From Scratch)* by Rob Reider and Alex Michalka. This Manning publication guides readers through implementing a complete automated investment management system, covering portfolio construction, Monte Carlo simulations, reinforcement learning for financial planning, tax optimization strategies, and advanced portfolio management techniques with working Python code examples.

Topics

Retro Computing AI & Inference Hardware Projects Philosophy Economics Systems Programming

Reading Series

8+ posts Jevons Paradox & AI Economics What happens when cognitive output gets cheaper. Demand expansion, the biological ceiling, and the AI vampire. 3 parts Heidegger & Technology Enframing, standing reserve, and what happens when AI treats specifications as raw material for code generation. 8+ posts Z80 RetroShield Running a real Z80 on modern hardware. CP/M, Forth, Zork, custom PCBs, and a dual-processor design. 3 parts Sampo CPU & Compilers A custom RISC CPU from ISA design through FPGA implementation to an LLVM backend. 6 posts Tesla P40 Home Lab Four eBay GPUs, 96GB of VRAM, and every workload we can throw at them. LLMs, TTS, video generation. 3 parts The Lattice Language A programming language where mutability is a phase transition. Novel type system, bytecode VM, 100 opcodes.
View All Articles →
Written by Alex Jokela Software engineer by trade, tinkerer by nature, single-board computer hoarder by choice. More about me →