Now
Current work, active questions, and open-source exploration.
I lead enablement engineering while building and writing about the systems that help teams deliver reliable software in an AI-native world.
What I am working on
- ▸AI-native developer tooling and safe agent workflows
- ▸MCP interoperability and schema-driven tool generation
- ▸Knowledge graphs and durable memory for agents
- ▸AI-assisted quality engineering and evaluation
What I am exploring
- ▸Agent evaluation and human-in-the-loop control
- ▸Go for AI infrastructure
- ▸Agent security, policy, and sandboxing
- ▸Developer platforms that reduce cognitive load
Current open-source work
openapi-go-mcp
Generate Go MCP servers from OpenAPI 3.x and Swagger 2.0 specifications, turning API operations into agent tools.
Restura
API and developer tooling for designing, testing, and operating modern services with AI-native workflows.
JARVIS
A Go CLI for AI-assisted API test generation and HTTP traffic inspection from the terminal.
FRIDAY
An AI testing assistant that turns plain-language specifications into runnable test cases.