
How I Really Use AI in Hiring: 7 Practical HR Workflows (and 6 Pitfalls to Avoid)
1. Why “HR + AI” Can’t Stay at the Concept Level Over the past year, there has been far more talk about AI in HR
Knowledge Hub is our living library of real-world practice.
Every article here is written by people who actually build, design, ship, operate, and grow our products — engineers, product managers, designers, data and AI practitioners, operations, HR, and more.
Instead of generic summaries, you’ll find project retrospectives, incident postmortems, performance tuning stories, growth experiments, AI workflows, and hands-on playbooks: what problem we faced, what we tried, what finally worked, what failed, and what we’d do differently next time.
Our goal with Knowledge Hub is to turn day-to-day experience into reusable, verifiable knowledge that helps others move faster and avoid the same mistakes.

1. Why “HR + AI” Can’t Stay at the Concept Level Over the past year, there has been far more talk about AI in HR

For client and app development work, I often need to visualize video content quickly: In these cases, extracting a few key frames from an MP4

As an admin, one of the biggest projects of the year is always the company anniversary event or annual celebration. It’s never just “book a

Make your path clearer, and your future more intentional We created this guide because we don’t want “career development” to only appear in your performance

For a long time, if you wanted to use Linux tools on a Windows laptop, you basically had two options: With the Windows 10 May

When I tried to implement a very simple requirement — download an image and save it to local storage — everything looked fine at first.