Don't Go Off Vibes Part 3: What Makes AI Coding Agents Effective

​Why do teams using the same AI coding tools see dramatically different results?

​In the third installment of our Don’t Go Off Vibes series, Stephen Poletto will share new research from Span's latest report analyzing real-world AI coding agent activity. The findings look beyond model selection to uncover the factors associated with lower costs, greater agent autonomy, and less code-review rework.

​We’ll explore:

• ​Why clearer prompts are associated with more cost-efficient AI-generated code

• ​How codebase and tooling readiness enable agents to work more autonomously

• ​What strong developer oversight looks like—and how it can reduce downstream rework

• ​The practical changes engineering leaders can make today to improve agent effectiveness

​Join us for a data-driven discussion about what it really takes to get better results from AI coding agents—and why many of the most important levers are already within your organization.

​Download the report from Span – with data from over 100 engineering teams – in advance, and come prepared with questions. This will be an interactive event!