Dev

While these tools are general-purpose utilities, this cryptocurrency trading application demonstrates their practical usefulness in a real-world automated trading scenario. We use infrastructure services to craft the tools, check git page on how to get the code.

A self-hosted cryptocurrency trading system using two networked machines:

OpenBSD

Internet-facing server running IRC bot (cmech), crypto trading tools (kaiser), and exposing a public query interface

GNU\Linux

Backend LLM server processing news and generating market analysis reports via llmcli, this machine can only access and be accessed from OpenBSD host.

Workflow: cmech fetches crypto news → llmcli processes news and generates impact reports → kaiser executes spot trades on KuCoin based on reports and market metrics.

Minimalist here means powerful, it means well designed tools that adheres to the Unix philosophy.

cmech

Minimalist C utilities for modular IRC bots on OpenBSD. Decouples network protocol handling from command logic using Unix pipes. Serves as the public interface for querying the system.

llmcli

Minimalist C utility for self-hosted LLM agents within Unix pipelines. Provides stateless, pipe-driven interface leveraging OpenBSD security primitives. Processes news feeds and generates cryptocurrency market impact reports.

kaiser

Minimalist C utilities for spot crypto forex trading on OpenBSD. Decomposes KuCoin exchange interactions into discrete, single-purpose tools for executing trades based on analysis.