# About harnez

harnez is an independent publication by Ravi Kanchikare, an AI-native builder, operator, and applied AI leader.

The publication records practical work with Claude Code, Codex, Cursor, and similar coding agents. Topics include agent behavior, evaluation, developer tooling, prompt engineering, MCP, and the system patterns that make AI-assisted software work more reliable.

Ravi works across product thinking, technical discovery, solution architecture, hands-on building, and experience design for AI interaction. Source code and public experiments are available at https://github.com/ravikanchikare.

More machine-readable resources are listed at https://harnez.ai/developers/.