May 29, 2026 
3 Min
Engineering Is Changing. Measurement Must Change Too.
The field of software engineering is changing fast, but what's really different now is the number of things happening all at once. Artificial intelligence is revolutionizing the way we create software, automation is altering how work moves through companies, and leaders in engineering are expected to deliver results quickly while also making sure everything is reliable, good quality, and easy for developers to work with. This is a lot to handle, but it's also an opportunity to create something new and exciting.
As technology like AI and automation becomes more important in getting things done, activity alone is becoming a weaker signal of effectiveness. Doing more things doesn't always mean you're getting better results. Making more changes to code, for example, doesn't guarantee that things will work better. And moving faster can even create new problems if teams can't keep up with what's going on inside their systems.
Because of this, engineering leadership is gradually becoming less about measuring outputs and increasingly about understanding systems.
Discussing The Future Of Engineering At LeadDev London
This shift is also changing the kinds of conversations engineering leaders are having with each other.
A few years back, conversations were mostly about the tools themselves. But now, people are thinking bigger. They're asking how artificial intelligence can be part of the engineering process, what parts of the workflow can be automated, and how to measure if it's all working well. They also want to know how to make life easier for developers without watching their every move or making things too complicated. Organizations are looking at the whole picture, trying to figure out how to use AI in a way that really helps their engineering teams.
What makes events like LeadDev really valuable is not just about getting answers. The truth is, engineering organizations are in the middle of one of the biggest changes to their workflow in years. And to be honest, very few companies can say they have already figured out how to deal with these challenges.
We're looking forward to these conversations.
If you're heading to LeadDev London too, it would be great to catch up and share experiences about how engineering teams are handling these shifts in the real world.
See you in London.
