The correct way to use Model Context Protocol — and how I got there by doing it wrong first. Continue reading on Medium »
In e-commerce, prices are rarely static. Retail giants like Costco adjust prices based on inventory levels, seasonal promotions, and regional demand....
Every developer who’s built a web scraper knows the pain. You spend hours inspecting elements, crafting CSS selectors, and writing… Continue reading o...
Multithreading can improve responsiveness and throughput — but it can also silently hurt performance. When threads spend more time waiting… Continue r...
As I continue building my understanding of Java, I realized that constructors are not the only way to initialize variables in a class. Continue readin...
AIR Blackbox is an open-source observability layer that records, replays, and enforces policies on every LLM call your AI agents make. Try the live de...
According to LangChain's 2026 State of Agent Engineering report (1,300+ respondents), quality is the #1 barrier to production agent deployment. 32% of...
The Problem Every Developer Knows If you've ever built a web scraper, you know the drill: Inspect the page Find the right CSS selectors Write brittle...
I’m still mostly a Python person. Five years building FastAPI services, loving how quickly I can prototype, validate with Pydantic, and… Continue read...
Beyond the straight line…Why Manhattan and Cosine metrics are the secret weapons of top-tier Data Scientists. Continue reading on Code Applied »
You’ve got twelve minutes. The assignment’s due at 11:37. Your terminal is throwing errors you’ve never seen before, the TA stopped… Continue reading...
The 4-Layer Memory Architecture That Makes AI Agents Actually Useful Long-Term Every AI conversation starts the same way: blank slate. You re-explain...
Introduction Continue reading on Medium »
I'm a developer transitioning from enterprise systems to building my own products. This is one of the real problems I solved along the way. The Proble...
My Random Forest achieved 99% training accuracy and -97% test accuracy. Here’s what went catastrophically wrong. Continue reading on Medium »
In today’s highly competitive academic and professional landscape, students are often overwhelmed by the sheer volume of opportunities… Continue readi...
They’re busy polishing code that doesn’t matter… Continue reading on Medium »
You stare at a thread dump at 2am, and the only thing growing faster than traffic is your blocked thread count. Continue reading on Medium »
Explore how Flutter’s Scaffold widget organizes layouts and how to configure assets properly in pubspec.yaml. Continue reading on Medium »
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