
Watch On-Demand
Learn how to use your own engineering data to understand where AI is actually helping, where it’s hurting, and where to focus your next investment.
Speakers

Andrew Zigler
Developer Advocate
LinearB

Dan Lines
Co-founder & COO
LinearB
About the workshop
Learn how to use your own engineering data to understand where AI is actually helping, where it’s hurting, and where to focus your next investment. We’ll explore:
- MCP prompts for identifying DevEx and AI trends across the SLDC
- How to combine dev surveys with AI acceptance metrics to build an ROI story
- The AI workflows and reporting frameworks enterprise teams at Expedia, Adobe & Syngenta are using to evolve their DevEx practices
More resources

Report
AI productivity guide for engineering leaders
Discover how to track and drive AI productivity impact across your entire engineering organization.

Guide
AI code review tools: 2025 evaluation guide
We built the industry’s first controlled evaluation framework to compare leading AI code review tools with real-world code, injected bugs & an objective...

Workshop
The AI upgrade to your SDLC: A data workshop on AI code reviews
In this 35-minute workshop, we’ll unpack how enterprise teams are redefining the PR lifecycle to accommodate AI-generated code at scale.