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Quick Tips and Essential LeetCode Patterns Continue reading on Medium »
Your eval suite passed. Your agent is degrading in production. These two facts are not contradictory - they're the expected outcome when you treat off...
Your OpenAI invoice shows token counts. What it doesn't show is how many of those tokens produced nothing useful. Failed calls, retries, model over-pr...
A single agent failing is a tractable problem. You have a bad output, a traceback, maybe a timeout. You fix the prompt or swap the model. Multi-agent...
How to Automate Client Reporting for Financial Advisors Every Monday morning, RIAs and family office operators do the same ritual: log into three diff...
Most scraping systems don’t fail at the beginning. Continue reading on Medium »
Earlier we discussed the two most visible destructor variants generated under the Itanium C++ ABI: Continue reading on Medium »
If your scraper works on day 1 but fails on day 7, you’re not alone. This guide walks you through a practical, production-ready approach to scaling sc...
I had a working system. An agent that processed the AWS RSS feed several times a day, filtered relevant news with Claude, and generated posts for Link...
Let's be honest: navigating healthcare websites to find the right specialist is a nightmare. Between confusing department names and the race to grab a...
Redfin and Realtor.com are the largest US real estate platforms. Extract their data for investment analysis, price comparison, and market tracking. Re...
News aggregators show 80% redundant content. A dedup engine clusters duplicate stories for a clean feed. MinHash + LSH import hashlib , re from collec...
Medium hosts millions of articles with engagement data. Scraping it helps analyze content strategies and benchmark authors. Hidden JSON Endpoints Appe...
Wikipedia contains millions of interconnected articles — a perfect foundation for building knowledge graphs. In this tutorial, we extract entities and...
Our RAG Couldn't Find Its Own Documentation — Here's the Fix I built a local AI pipeline on top of Ollama. It has a knowledge base of markdown documen...
Stop flying blind. See exactly what your LangGraph, PydanticAI, or Agno agent is doing — as it happens. Continue reading on Medium »
If you've ever tried to run a Large Language Model (LLM) locally or scale an AI application for thousands of users, you already know the ultimate fina...
A new Python tool called slides just exploded on GitHub with 365 stars in just a few days (created 2026-03-24). Here's why developers are excited — an...
Your agent's context dict gets passed to the LLM. What's in it? Credit card numbers from a database query. AWS keys from a config lookup. A prompt inj...
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