Rate Limiting Algorithms: Token Bucket vs Sliding Window
Six rate limiting algorithms run through the same 100-a-minute limit and the same traffic, with what each let through, what it costs in Redis, and atomic Lua code for Python.
Idempotency Keys: How to Make Retries Safe in Distributed Systems
A timeout can’t tell you whether the card was charged, so an idempotency key lets the retry get the original result back instead of charging twice.
px.imshow Heatmap Squashed? Fix the Aspect Ratio in One Line
px.imshow keeps every cell square by default, so a wide matrix becomes a thin strip. One argument fixes it, and here is what else to know about size, zoom and go.Heatmap.
12 Prompt Engineering Techniques That Still Matter in 2026
Most prompt engineering advice was written for models that no longer exist. Here’s what still works.
AgentVerse Multi-Agent Framework: Paper, Code & Setup
How multiple AI agents team up to solve problems no single LLM can handle.
How to Master LangChain Agents with ReAct: Definitive Guide
A complete walkthrough of the ReAct pattern teaching LLMs to reason and act with LangChain.
Ultimate Guide to Data Visualization in Python: Exploring the Top 3 Libraries
Turn messy datasets into clear, compelling charts with Python’s three most powerful libraries.
Stop Using Print to Debugging In Python. Use IceCream Instead
Ditch print() for good — IceCream makes Python debugging faster and far less painful.
Don’t Run Loops in Python, Instead, Use These!
Slow loops are killing your code; here are the faster, cleaner ways to transform data.
35 Best Python Tips and Tricks For Writing Better Code
Thirty-five practical tricks to make your Python cleaner, faster, and a pleasure to read.