Building

Code Less, Ship Faster: Constructing APIs with FastAPI

with Python, most individuals discuss Django and Flask. But there’s a more moderen, very speedy option that many Python programmers are beginning to love: FastAPI. FastAPI is built on modern Python features, using standard...

What OpenAI and Jony Ive are constructing

Good morning, { AI enthusiasts }. We have known OpenAI and ex-Apple design guru Jony Ive have been constructing AI hardware since last May's $6.5B deal. What no person knew was what the primary...

Constructing Cost-Efficient Agentic RAG on Long-Text Documents in SQL Tables

a reliable, low-latency, cost-efficient RAG system on a SQL table that stores large documents in long-text fields — without changing the prevailing schema? This just isn't a theoretical problem. In most enterprises, critical business knowledge...

Constructing a LangGraph Agent from Scratch

The term “AI agent” is probably the most popular straight away. They emerged after the LLM hype, when people realized that the newest LLM capabilities are impressive but that they will only perform tasks...

Constructing an AI Agent to Detect and Handle Anomalies in Time-Series Data

As a knowledge scientist working on time-series forecasting, I even have run into anomalies and outliers greater than I can count. Across demand forecasting, finance, traffic, and sales data, I keep running into spikes...

Constructing Systems That Survive Real Life

You hold a Master’s in Physics and Astrophysics. How does your background play into your work in data science and AI engineering?  Physics taught me two things that I lean on on a regular basis:...

Layered Architecture for Constructing Readable, Robust, and Extensible Apps

: your code works but confidence is low, so that you hesitate to the touch it. Adding a feature means performing open-heart surgery on the appliance, modifying existing business logic reasonably than extending the...

Constructing a Self-Healing Data Pipeline That Fixes Its Own Python Errors

AM on a Tuesday (well, technically Wednesday, I suppose), when my phone buzzed with that familiar, dreaded PagerDuty notification. I didn’t even must open my laptop to know that the daily_ingest.py script had failed....

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