/About

I work at the intersection of developer experience, cloud-native systems, and AI context architecture. Across more than eight years in software engineering, DevRel, and technical writing, I have built the documentation, tools, and knowledge systems that help developers and coding agents understand complex products and act with confidence.

What I Do

Context Architecture & AI Engineering

• Built Kontinuo, a local-first MCP server and CLI for verifiable handoffs between AI coding agents
• Designed Kontinuo schema-backed checkpoint model to combine explicit session intent with Git and workspace evidence, including provenance, freshness, and drift checks
• Led Traefik's agentic-docs initiative, restructuring product documentation into a high-fidelity, machine-readable context layer for RAG and AI coding assistants
• Built internal Claude tooling that generates codebase documentation from implementation pull requests

Technical Writing & Documentation Architecture

• Design and maintain documentation systems for cloud-native products and open-source communities
• Create product documentation, tutorials, release notes, and enterprise case studies for technical audiences
• Validate product behavior through source code, API, Kubernetes, and configuration reviews before documenting it
• Build docs-as-code workflows that improve onboarding, adoption, and machine retrieval

Developer Relations & Cloud-Native Experience

• Started and scaled the Cloud Foundry Foundation's global DevRel program for a community of more than 14,000 developers
• Produced technical content for developer publications, product blogs, and communities serving audiences in the millions
• Built education and adoption programs across Platform.sh, Isovalent/Cisco, and other developer-focused companies
• Work hands-on with Kubernetes, Go, Docker, Terraform, eBPF/Cilium, and CI/CD to explain real product behavior

Tech Stack

Beyond the Screen

When I'm not architecting cloud systems or writing documentation, I'm a dedicated athlete. I cross-train in strength, Muay Thai, running, and football. I believe the discipline and resilience built in sports directly translate to engineering excellence.

Let's Connect

I'm always interested in discussing context architecture for AI coding agents, MCP integrations and agentic documentation, documentation strategy for complex products, and cloud-native developer experience.

Feel free to reach out through LinkedIn or check out my projects.