- Solid software development background (Python and/or Type Script/JavaScript) with the ability to build and operate production-grade services, not just prototypes
- Hands-on experience building agent-based solutions — e.g., with Lang Chain, Lang Graph, or comparable agent frameworks – even within coding harnesses like Claude Code.
- Practical experience with MCP (Model Context Protocol) servers and building custom skills/tools for coding harnesses such as Claude Code
- Demonstrated personal fluency with frontier coding assistants (e.g., Claude Code) for real engineering work, including multi-agent work"