Writing · Archive

AI engineering

Building real software on foundation models: agents, on-device models, local LLMs, MCP. What the tools are actually good for, where they fail, and how to keep them honest. Implementation notes from shipping, not commentary from the sidelines.

54 posts

Work with me

Want AI in your product without the hype?

I ship with these tools daily — agents, on-device models, AI pipelines. I can help your team adopt what works and skip what doesn't. Available for fractional and project work.

Discuss a project →