
How to Execute Untrusted Code Safely with a Sandbox API (Python, JS, Bash)
If you're building an AI agent, coding assistant, or educational platform, you'll eventually need to execute user-submitted code . And if you've ever...

If you're building an AI agent, coding assistant, or educational platform, you'll eventually need to execute user-submitted code . And if you've ever...

Every time I start a new scraping project, I spend the first few hours doing the same things: Setting up rotating user agents Adding retry logic with...

A complete, story‑driven guide for developers, creators, and anyone exploring the new era of voice‑enabled AI. Continue reading on Medium »

From a raw Excel file of 75 reviews to a Streamlit dashboard with downloadable reports — the full build log. Continue reading on Medium »
Marketing teams often celebrate when dashboards show a clear, positive correlation between sales and advertising activity. Continue reading on LS Anal...

Security hardening is one of those things everyone talks about but few actually implement consistently. The CIS Benchmarks exist for a reasonthey’re t...

It started like most production mysteries do — not with alerts, not with dashboards — but with a worried teammate walking over. Continue reading on Me...

A practical introduction to CustomTkinter and how Python developers can use it to build modern interfaces for automation tools without… Continue readi...

Python Modules A file with reusable Python code (functions, classes, variables). Example: custom .py files or sys, math module Python Package A folder...

From indexing and slicing to map, filter, copy, and zip — a practical, real-world guide to mastering Python lists without confusion. Continue reading...

A Python-Powered Analysis of Tax Strategy and Long-Term Wealth Continue reading on Medium »
At uOttahack 8, I built Agentic Compare: a single FastAPI backend to run the same prompt through three competing AI agent frameworks… Continue reading...


As part of Day 5 of Phase 2: AI System Building in the Databricks 14 Days AI Challenge – 2 (Advanced), I focused on preparing a production-ready super...

How to Make Money with Python Automation in 2025 Python automation has become a highly sought-after skill in the industry, and for good reason. By aut...

Real systems I’ve built in the last four years that turn Python scripts into income streams Continue reading on Medium »

Why Blindly Applying OOP Principles Can Hurt Your Architecture (and What Actually Works in Production) Continue reading on Medium »

If you want a future-proof career, you can’t rely on theory alone. Continue reading on Medium »

Privacy compliance for AI applications just got easier. TIAMAT's PII scrubber lets you remove sensitive personal information from your prompts before...

Is Java 100% Object-Oriented? No, Java is not a 100% Object-Oriented Programming language. Why Java is Not 100% OOP Primitive data types Static variab...
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