AI is changing the way developers and writers work, but not always in the ways we expected.

Here’s what’s really happening in 2025:

1️⃣ Developers are now spending more time reviewing AI-generated code than writing it. Faster isn’t always better.

2️⃣ Writers who used to rely on peer feedback are getting instant AI edits—but at the cost of real collaboration.

3️⃣ AI is a powerful tool, but it’s shifting roles instead of eliminating work. The question isn’t if you use AI, it’s how you integrate it.

Efficiency isn’t just about automation. You have to make sure AI is actually helping.

See the full conversation on AI’s impact on teamwork, quality, and collaboration in the latest episode of Test Case Scenario.