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Supercharging AI Workflows: Distributed Document Processing with Node.js, Python...
A monolith AI service can choke on documents. Distribute the work across multiple AI workers, let each language do what it does be...
The Anatomy of a Write Operation
When you write to a file in Python, the "success" return value is an illusion. Your data hasn't actually hit the disk; it has mere...
Why Modern Workers Without Coding Backgrounds Should Learn How to Combine Python...
Python can revolutionize how you work with Excel. It automates repetitive tasks that would take hours manually. It handles large d...
Your AI Co-Pilot Needs a Human Boss: Building a Real Human-in-the-Loop Workflow...
The real power comes when you architect a system where the human is the final, strategic checkpoint. The human is not just a user;...
JSON Was Killing Our Redis Memory. Switching Serialization Made It 7× Smaller.
Redis was running a large production service with about **10 million monthly active users**. Every record in Redis was a **JSON-se...
From 50 Pages of Handwritten Notes to a Digital Manuscript with Python and AI
Apple's HEIC (High-Efficiency Image Container) is great for saving space, but not so great for compatibility. Many APIs and librar...
AI Agents to Discover Drugs
A synthetic, cross-disciplinary team of AI agents to solve drug discovery problems. The code is written in Python. The goal is to...
Python Script to Read and Judge 1,500 Legal Cases
Texas Education Agency releases thousands of court decisions each year. The data is unstructured, inconsistent, and buried in lega...
Stop Hallucinations at the Source: Hybrid RAG That Checks Itself
Stop hallucinations. Validate every answer. Combine vector and graph search. We built DocuChat to solve real RAG problems in produ...
LLMs + Vector Databases: Building Memory Architectures for AI Agents
The 128k token limit for GPT-4 is equivalent to about 96,000 words. This limitation becomes a major barrier for a research assista...
The End of Config Hell in Python, Thanks to Pydantic v2
Almost every Python project ends up with configs, and almost every time they break in stupid ways — typos, drifting test data, hal...
Building a DEXScreener Clone: A Step-by-Step Guide
DEX Screener is used by crypto traders who need access to on-chain data like trading volumes, liquidity, and token prices. This in...
