How I Built a Free Backlink Intelligence Tool on Common Crawl + DuckDB
The problem Backlink data is a $1.5B/year SaaS category. Ahrefs is $129/month, SEMrush is $140/month, Moz is $99/month. As an indie I needed competito…
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From DeepSeek to Quack: When the Dream of Distributed DuckDB Started to Feel Real
At the beginning of 2025, DeepSeek changed the conversation around AI infrastructure. Most people focused on the model quality, the training cost, and…
Anatomy of Duck DB for Python Developers
Introduction - SQL without a Server Pandas is widely used for data analysis and almost every data analyst or even data engineers utilize it for faster…
PostgreSQL 17 with DuckDB 1.2: how we cut cloud spend 40% #6949
We were burning $42,000 a month on managed PostgreSQL 17 instances to power our analytics dashboards, with p99 query latency hitting 11 seconds for 1T…
Maybe SQLite Is Still Better Than DuckDB for My Workloads
The Conventional Wisdom Open any data-engineering thread in 2026 and you'll see the same chorus: "DuckDB is the SQLite of analytics, just use it." Mig…