I’ve just completed a significant infrastructure upgrade to wa4osh.com. For those who follow my work in systems engineering and amateur radio, the site is now officially optimized for AI readability.

🛠 Why the Change?

As I document the GoBox build using the traditional waterfall Vee (V-Model) design pattern, and develop the AI Partnership Handbook, I wanted to ensure these logs serve as a reliable, verifiable knowledge base—not just for human engineers, but for the next generation of AI-assisted design. This includes plans to use AI for designing a 3D-printable enclosure and laser-cut acrylic bottom plate for the Nanuk 920-based portable Winlink/VARA-FM prototype, followed by formal testing per the system test plan.

🤖 What’s New Under the Hood?

  • Structured AI Access: Added a llms.txt file that provides a direct, machine-readable gateway to my core projects and documentation standards.
  • Precision Indexing: Refined robots.txt now clearly defines how leading AI agents (Gemini, Grok, Copilot) can index these technical logs.
  • Aerospace Discipline: Every entry continues to follow strict YAML front matter, component tolerances, revision history, and full traceability.

My goal remains the same: proving that amateur radio and RF engineering benefit immensely when we use LLMs as true engineering partners—not just for code generation, but for systemic problem-solving.

Browse the updated GoBox Build Series at wa4osh.com.

73, DE WA4OSH

Konrad Roeder (WA4OSH)
Licensed since 1976 in Knoxville, TN (original callsign). Upgraded to Extra class (pre-COVID) from Advanced held since 1978. Systems and RF engineer, ARES/EMCOMM volunteer. Writing about HAM radio projects, AI-assisted systems engineering, and the GoBox build. Co-author of the McGraw-Hill Wi-Fi Handbook. Upcoming book: AI Partnership Handbook.

#SystemsEngineering #AmateurRadio #GoBox #AI #RFEngineering #WA4OSH #WaterfallVee