Frontend & Full-Stack Engineer · Webflow, WordPress, fullstack Next.js
Practical notes on frontend and product work: marketing sites, Webflow, WordPress, Next.js, animation, and shipping software you can hire me for.
Hire me on UpworkHow to build agents that remember user preferences and context across sessions. Combining Redis buffer memory, pgvector embeddings, and semantic key-value extraction.
Complete architecture for building interactive AI applications. Streaming text and UI components, managing assistant chat state, dynamic tools, and managing API cost quotas.
Comparing Python FastAPI and Node.js Next.js route handlers for AI app backends. Performance, ecosystem libraries, streaming capabilities, and team efficiency.
Model Context Protocol (MCP) is the open standard for giving AI agents secure, typed access to databases, internal APIs, and file systems. How to design and deploy custom MCP servers.