Building AI Agents in Python
From simple rules to clarifying loops: explore this 3-part series on building AI agents in Python, with examples.
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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.
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.
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.
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.
Backtesting Random Trading Signals: From Chaos to Code
A backtest of random trading signals on NQ futures - from seed 42 experiments to massive 10,000-generator ensembles. Explore probability patterns, profit curves, and what happens when chaos meets code.
Write Faster with AI - While Keeping It Yours
Write faster with AI while preserving your unique style. A creator’s step-by-step workflow that works.
Why, When, And How I Use AI
Explore how I integrate AI into daily work — for research, writing, and learning — and the real challenges of accuracy, trust, and privacy.
AI is the Software. You are the Hardware.
AI won’t replace humans — but it will redefine their role. A deep dive into abstraction, specialization, and what AI is really doing to us.
S3-Compatible XML on GCS Tricked Me
While cleaning up old DNS records, I mistakenly deleted key subdomains after confusing Google Cloud Storage with Amazon S3 — thanks to a misleading XML namespace. Here's what happened, what I missed, and what I learned
Why I moved to Ghost Pro
After a 7-year hiatus, I’m rebooting this blog with a fresh mindset. From battling perfectionism and over-engineering my own blogging tools to embracing managed platforms like Ghost Pro, this post reflects on the lessons learned — and a pivot toward frictionless writing in 2025.
The Truth About Prop Firms — Why Most Traders Fail Before They Begin
Most traders enter prop trading with big hopes and bigger misconceptions. Here’s what really happens, why most fail, and how to trade smarter.
We're Moving (But Not Far)
This is the new writing home of Anup Shinde. Posts from the old site will be migrated gradually, with updates and new content appearing here first.
Why Your Trading Strategy Fails You: It’s Not Just the Metrics
Evaluating a strategy isn’t just stats—it’s about mindset, drawdown tolerance, and lifestyle fit. Here’s my stick-with-it framework.