Work with me
What are you building?
I help AI, developer tooling, and engineering platform companies build developer trust, strengthen enterprise readiness, and support technical adoption.
I offer independent consulting on AI-assisted engineering, technical positioning, and developer enablement. My work connects engineering, product, and go-to-market teams.
Book a strategy call ↗Strategic advisory
For founders, CTOs, CPOs, and senior leaders looking for an outside perspective on AI-assisted engineering, developer trust, technical positioning, or adoption. We can explore quality, integrity, and engineering judgment as your team adopts AI.
Enablement and workshops
Technical workshops, sessions, and customer-facing enablement to help developers understand your product and give enterprise teams greater confidence in adopting it.
Technical narrative and content partnerships
Support for your thought leadership, product storytelling, and technical content, grounded in the needs of the developers and engineering teams you want to reach.
About my work
I’m a software developer, applied AI researcher, and AI community builder. I lead Developer Relations at Qodo and have worked as a software engineer in med tech, fintech, and media tech over the past decade. Read more about me.
Independent research and resources
The Software Integrity Evaluation Scorecard ↗
A practical framework for evaluating AI-assisted code, code review, and developer workflows with stronger evidence, clearer gates, and better operational judgment. For engineering leaders, senior and staff engineers, platform teams, and developer productivity teams.
The Enterprise AI Operating Model for Engineering Organizations ↗
A vendor-neutral brief for engineering leaders on adopting AI while preserving trust, code quality, throughput, and long-term software maintainability.
For inquisitive minds.
Read nnenna hacks, my technical newsletter about AI, emerging technology, software engineering, and the developer experience.