Tutorial series Published 2025
AI Agents in Python
A three-part progression from simple decision agents to LLM-powered agents and clarifying loops that ask before acting.
Tags / AI Agents
AI Agents
Projects
One-off tool Experiment 2025
SEO Analysis Tool
A sitemap-driven SEO analysis workflow built almost entirely with AI agents, then corrected by hand where the agents drifted.
Posts
How I Ported a Python Astronomy Library to Go with AI
Feb 25, 2026
AI-assisted port of Skyfield (Python) to a Go ephemeris library. Validation-first approach, golden tests, and bug hunts.
AI Agent That Asks Before Acting in Python - Building Agents Part 3
Aug 31, 2025
Build a Clarifying Agent in Python with GPT-5 that asks follow-up questions until inputs are clear, providing a safer, smarter, and user-friendly experience.
LLM-Powered Agent in Python - Building Agents Part 2
Aug 28, 2025
Build an LLM-powered agent in Python: use GPT-5 to turn natural language into structured data, then apply simple rules for smart meal suggestions.
Simple Decision-Making Agent in Python - Building Agents Part 1
Aug 28, 2025
Learn how to build a simple rule-based decision-making agent in Python. Perfect for beginners, this is Part 1 of the Building Agents series and includes code, logic flow, and real-world analogies.
How I Built an SEO Analysis Tool with AI Agents
Aug 23, 2025
High-level look at building an SEO analysis tool with GitHub Copilot and Claude Sonnet 4 - what worked, what broke, and why AI speed still needs human direction.