News
How I Built a Python Pipeline to Analyze 16,695 Arabic Tweets on X
Python pipeline analyzing 16,695 Arabic tweets from X to detect linguistic uncertainty and examine how language influences social...
GPT in 200 Lines: The Beautiful Simplicity Behind Modern AI
A deep dive into Andrej Karpathy’s 200-line GPT implementation and the core concepts behind modern language models.
How to Build an AI Medical Scribe With AssemblyAI
Building a medical scribe requires more than transcription accuracy. It's about creating a system that fits into clinical workflow...
Beyond Grep: Giving the Unix Pipe a Brain With Qsh
qsh is a local-first, privacy-focused CLI that gives your terminal "semantic brains" using a 0.8B Qwen model. It lets you pipe ima...
Reverse-Engineering Zomato Food Rescue: MQTT, Server-Driven UI, and a Headless M...
How I intercepted Zomato's Android traffic, found MQTT credentials in plain JSON, and built a real-time monitor to win Food Rescue...
Comparing LLMs' Coding Abilities Across Programming Languages
LLMs solve algorithmic problems significantly worse in niche languages than in popular ones like Python and Java. The same pattern...
How I Built an Options Monitoring Tool in Hours
Learn how I built a real-time options monitoring tool with Python, Streamlit, and SpiderRock in hours instead of months.
Visualize 1,000 Earnings Reactions—Fast
Use FMP APIs to pull earnings, surprises, and price reactions across ~1,000 NASDAQ stocks—then tell the story with six trading vis...
332K Orders Later: How Ensemble ML Cut False Positives by 35%
A 25-day production experiment processed 332K orders to compare a single Isolation Forest model against a 3-model ensemble (Isolat...
Measuring Product Impact When A/B Testing Is Not Available
How to evaluate product releases without an A/B test. A trustworthy framework using causal inference, Synthetic Control, and rigor...
7 Essential AI Engineering Libraries to Replace Boilerplate
Replace custom LLM wrappers with 7 production-tested Python libraries. Covers LiteLLM, Instructor, FastMCP, PydanticAI, tiktoken,...
