Data strategy articles
Google’s 2025 DORA report says 90% of surveyed technology professionals use AI at work. But high adoption does not mean direct trust.
...
This article focuses on the technical and operational issues that most often break web data collection in projects.
To understand what actually goes wrong, we analyzed 82 discussion threads (questions, issues, and conversations) from Stack Overflow, Reddit, GitHub Issues, Hacker News, niche and regional platforms.
...
Let’s say, someone on your team finds a public website with data that looks useful.
But before anyone commits engineering time, there are usually a few questions:
...
Let’s say, you run a background screening platform.
You pull data from courts, registries, vendors, and public sources. Some day, you discover that one person shows up three times in your system:
...
A 2024 peer-reviewed study in Criminology found that about 60% of people had at least one false positive in their reports, and nearly 90% had at least one false negative. So they’re systemic issues you have to design around.
...Trending articles
AI in Data Engineering: Where It Helps, Where It Fails, and What Engineers Need to Own
How to Test a Website as a Data Source for Free in 1-5 Days