SQL Server/Azure SQL doesn’t have Oracle-style materialized views; the closest native feature is an Indexed View (schema-bound view with a clustered index). In practice, teams use three flavors:
Idempotency-Key on POST that creates resources (optional on GET, safe methods).Idempotency-Replayed: true on repla...An AI gives a long answer. You read fast and skip most of it. Every time.
Your eyes don't read the whole reply. They look for one thing: the line that says do this, not that. The other 400 words are extra. So I wanted a way to turn any answer into short notes — the kind you write in the margin of a book.
toot<...
I just completed Module 2 of the LLM Zoomcamp 2026 by @DataTalksClub — and this module completely changed how I think about search.
Module 1 taught me RAG and agentic pipelines. Module 2 taught me that the search step inside RAG matters far more than I realized — and that keyword sear...
I recently started working on my first NLP and Sentiment Analysis project using the Amazon Reviews dataset on Kaggle.
I expected to find a normal CSV file that I could load using pandas.read_csv().
Instead, I found files like this:
train.ft.txt.bz2
test.ft.txt.bz2
At first, I was confused.
I've been using UptimeRobot for years. It's free, it works, and nearly every developer I know uses it. So when I started evaluating alternatives, I wasn't expecting much of a difference.
What I found changed how I think about uptime monitoring entirely.
After about a year of running UptimeRobot across a microservices setup, I noticed...