Models, retrieval, voice, and agent tooling from production work—grouped here with project evidence. AI product engineering goes deeper on the work.
AI technologies
OpenAI- 4 projects
APIs and models for chat, embeddings, image generation, and realtime voice used in production assistant products.
AI SDK- 3 projects
Vercel's TypeScript toolkit for streaming LLM responses, tool calling, and structured outputs in React and Node.js apps.
Artificial Intelligence- 3 projects
Production AI assistants with retrieval, chat, voice, and automated localization across legal and domain-specific products.
Writing about AI
AI Agents are Infrastructure
May 20, 2026
Managed and self-hosted AI agents, agentic infrastructure, and why the runtime around the model matters more than benchmarks alone.
Agentic Commerce
January 13, 2026
Commerce is shifting from websites to agent‑native workflows, as protocols like UCP, A2A, AP2, and x402 turn shopping into an executable layer inside AI surfaces.
Evolution of AI UX
January 11, 2026
AI UX is shifting from chat to high‑agency agents, where intelligence, workflows, and interfaces turn AI from a feature into foundation.
Why I'm Bullish on 2026
November 15, 2025
We're entering a new phase of adoption where AI, stablecoins, tokenization, wallet infrastructure, and DeFi are no longer fringe—they're foundational.
Intersection of AI and Web3 (Part 2)
November 13, 2025
Agentic finance, stablecoin rails, and decentralized AI infrastructure after a year of building at the intersection.
Agentic Finance
September 30, 2025
A deep dive into how AI agents are becoming autonomous financial actors with the ability to transact, execute, and move capital
Prompt Injection
June 15, 2025
How prompt injection attacks exploit large language models and strategies to defend your AI applications
AI Model Context Protocol (MCP)
June 8, 2025
Exploring the Model Context Protocol (MCP) for standardizing AI model interactions using TypeScript
RAG with TypeScript
June 2, 2025
TypeScript implementations of Retrieval-Augmented Generation (RAG) systems for integrating external knowledge with language models
The Skillset of a Product Engineer
March 25, 2025
What I look for in a product engineer—ownership across product, interface, and systems, not a title swap for frontend or backend.
The Intersection of AI and Web3
July 7, 2024
A July 2024 snapshot of shared infrastructure between AI and Web3: compute, identity, data, and open networks.