John R.
CompTIA A+ & Security+ certified · 10+ years hands-on with Linux systems, networking, and hardware
Builder, tinkerer, and the person behind every editorial call on sudostack. When not writing about AI models and dev tools, you'll find him soldering circuits, 3D printing enclosures, or tuning a home lab setup.
Why sudostack Exists
Most hardware review sites either regurgitate spec sheets or bury the recommendation under 3,000 words of filler. sudostack exists because developers and builders deserve better: honest, spec-driven recommendations from someone who actually uses this stuff.
Every product recommendation on this site comes from real research — benchmarks, datasheets, community feedback, and hands-on testing where possible. If something isn't worth buying, it doesn't make the list.
What We Cover
- AI models and tools — new releases, benchmarks, and how to actually use them. Local LLMs, cloud APIs, coding assistants, and the frameworks that connect them.
- Developer hardware — GPUs, mini PCs, home lab setups, and peripherals. Focused on what works for AI inference, self-hosting, and daily development.
- Maker tech — 3D printers, single-board computers, electronics kits, and the projects you build with them.
- Buying guides — opinionated, spec-driven recommendations for the hardware and tools developers actually need. No fluff, no sponsored placements.
How We Work
sudostack uses an AI-assisted editorial pipeline. Articles are researched, drafted, and fact-checked using a multi-agent system built on Claude, then reviewed and approved by a human editor before publication. Every post is read by a person before it goes live.
We believe AI should accelerate the work, not replace the judgment. The pipeline handles the research grunt work; the editorial calls are human.
By the Numbers
- 20+ articles published and growing
- 250+ products researched and linked
- 9 product categories covered
- Every post human-reviewed before publication
The Newsletter
The sudostack weekly digest goes out every Sunday at 9 AM ET. It covers the most important AI tools, papers, and posts from the week, curated for developers who build with this stuff daily. No sponsored slots in the main feed.
Contact
Questions, corrections, or review unit inquiries: hello@sudostack.co