MCP-powered web agent
A practical experiment in giving models reliable context, useful tools, and a place to act.
Senior software engineer / digital sandbox
I'm a software engineer with 14 years of experience. I like turning complex ideas into clear, useful interfaces — and exploring what AI, MCP, and the web can become together.
01 / Selected experiments
A small corner of the internet for experiments that are still finding their shape. Some are prototypes, some are ideas, and all are worth thinking about.
A practical experiment in giving models reliable context, useful tools, and a place to act.
A visual space for testing interfaces that adapt to intent instead of waiting for another click.
Making embeddings and retrieval feel less like magic and more like something you can explore.
02 / The toolkit
A practical stack, a few current obsessions, and plenty of room to change my mind when something better shows up.
03 / A little context
✦ / The short version
I enjoy the space between a sharp idea and a working prototype — the part where curiosity turns into something another person can use.
Complex systems deserve interfaces that feel calm, legible, and genuinely helpful.
Start with the smallest useful version, learn from the edges, and keep the feedback loop short.
Follow the interesting thread — especially when it crosses disciplines or changes the question.
04 / Let's connect
I'm always happy to connect about technology, ideas, or the work behind these experiments. My inbox is open.