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⚙️ AI Disclosure Statement

This project incorporates the assistance of artificial intelligence tools in a supporting role to accelerate development and reduce repetitive labor.

Specifically, AI was used to:

  • 🛠️ Accelerate the creation of repetitive or boilerplate files, such as configuration definitions and lookup logic.
  • ✍️ Improve documentation clarity, formatting, and flow for both technical and general audiences.
  • 🧠 Act as a second set of eyes for small but crucial errors — such as pointer handling, memory safety, and edge-case checks.
  • 🌈 Suggest enhancements like emoji-infused logging to improve readability and human-friendly debug output.

🧑‍💻 Emoji Philosophy

I like emoji. They're easy for me to scan and read while debugging. Emoji make logs more human-friendly and give structure to otherwise noisy output.

Future versions may include a configurable emoji-less mode for those who prefer minimalism or need plaintext compatibility.

And hey — if you don't like them, the wonders of open source mean you're free to delete them all. 😄


🔧 Human-Directed Engineering

All core architecture, flow design, function strategy, and overall system engineering are authored and owned by the developer. AI was not used to generate the software's original design, security model, or protocol logic.

Every AI-assisted suggestion was critically reviewed, tested, and integrated under human judgment.


🤝 Philosophy

AI tools were used in the same spirit as modern compilers, linters, or search engines — as assistants, not authors. All decisions, final code, and system behavior remain the responsibility and intellectual output of the developer.