Tag: ai-engineering

All the articles with the tag "ai-engineering".

• 2025: Career in Review

  Published:Jan 2, 2026

  A reflection on a year of building AI products at a venture studio, teaching courses on O'Reilly, writing a viral blog post, and figuring things out.

• Working Effectively with AI Coding Tools like Claude Code

  Published:Jul 27, 2025

  A practical guide to working effectively with AI coding tools like Claude Code, covering mindset shifts, quality control strategies, and team collaboration workflows for modern software development.

• Adventures with Claude Code: Reflections on Building a Full-Stack System with AI Assisted Coding

  Published:Jul 20, 2025

  Thoughts after Claude Code for building a full-stack system, covering the productivity gains, challenges, and lessons learned from the frontier of AI-assisted software development.

• Understanding MCP: How the Model Context Protocol Solves AI's Integration Problem

  Published:Jun 21, 2025

  A complete overview of Model Context Protocol (MCP) and how it solves the M×N integration problem in AI development by creating a standardized interface between AI applications and external tools.

• Agentic RAG Series - Part 3: Building a Comprehensive Agentic RAG Workflow: Query Routing, Document Grading, and Query Rewriting

  Published:May 31, 2025

  A tutorial on building an advanced agentic RAG workflow that combines query routing, document grading, and query rewriting using LangGraph to create a robust, self-correcting retrieval system.