Experiment on Agentic Coding

• Model - Qwen3.8-27B:Q8_0
• Engine - llama.cpp
• Harness - OpenCode
• Microsoft learning MCP
• Task - Create dotnet webapi to control systemd services via D-Bus

Process

1. Phase 1 - Research on D-Bus and TMDS library. Result - SKILL.md and docs/README.txt with three additional artifacts. The model was asked to create human-readable README and agent-readable SKILL.
2. Phase 2 - Create a dotnet webapi backend using SKILL.md generated during the phase 1.

Backend features

• Works with user space services only
• Two variants for starting and stopping services
  • Waiting for completion - until the job is done
  • Streaming intermediate statuses via SSE
• Logging is explicitly disabled to keep logic clearly visible

*** No manual code or docs modifications ***