Tutorial seriesPublished
AI Agents in Python
A three-part progression from simple decision agents to LLM-powered agents and clarifying loops that ask before acting.
4 connected postsTags / Python
Python
Projects
One-off toolExperiment
SEO Analysis Tool
A sitemap-driven SEO analysis workflow built almost entirely with AI agents, then corrected by hand where the agents drifted.
Posts
Python
Python for backtesting, a trader's view
The Python tools I used to backtest trading strategies, what they are good at, and the exact point where I outgrew them.
AI Agents
What an AI agent actually is, and how to build one
What an AI agent actually is, how it differs from a plain LLM, and what I learned building several in Python.
AI
How I Ported a Python Astronomy Library to Go with AI
AI-assisted port of Skyfield (Python) to a Go ephemeris library. Validation-first approach, golden tests, and bug hunts.
AI
Building AI Agents in Python
From simple rules to clarifying loops: explore this 3-part series on building AI agents in Python, with examples.
AI
AI Agent That Asks Before Acting in Python - Building Agents Part 3
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.
AI
LLM-Powered Agent in Python - Building Agents Part 2
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.
AI
Simple Decision-Making Agent in Python - Building Agents Part 1
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.
AI
How I Built an SEO Analysis Tool with AI Agents
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.
Trading
Why I Built My Own Backtester - and Why You Might (or Might Not) Want To
Outgrew Python tools, built my own Go backtester. Here's what I learned about speed, scale, and tradeoff.
Python
Plotting Earthquakes
How to plot the earthquakes on the global map. Here we will be using the historical earthquake data from USGS and plot it on the world map.
Google App Engine
Blogging on Google App Engine
Google App Engine can be used as a host for your blog. This site is currently hosted on App Engine. Out of the multiple options available over the internet (related to blogging on GAE), I found only a couple that were near my requirements and easily customizable.