AI product delivery
Ship useful AI features with clear UX, practical guardrails, and room to iterate quickly.
Matt Herich
Full-stack software engineer building durable products across AI and the web.
Engineering leader and software developer crafting resilient, human-centered products across web and AI platforms. Currently working in AI + VC at Clear.ventures and publishing implementation notes from experiments, systems, and product work.
AI product delivery
Ship useful AI features with clear UX, practical guardrails, and room to iterate quickly.
Full-stack systems
Design pragmatic interfaces across frontend, backend, and content pipelines without losing momentum.
Writing in public
Turn experiments, implementation notes, and operating lessons into notes that are easy to revisit.
Recent writing
The archive is published from Notion and now surfaces more context per post so it is easier to scan quickly.

Open the full note for the implementation details, context, and links.

Open the full note for the implementation details, context, and links.

Open the full note for the implementation details, context, and links.