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Behind the Build: Agents that run software

Most production engineering teams spend the week reacting. Alerts pile up faster than anyone can triage them, runbooks sit half-finished across a dozen documents, and the deep operational knowledge lives with whoever's on-call that night.

Always-on AI agents are starting to change the shape of that work. They triage alerts, work the operational backlog, and investigate incidents alongside engineers in real time.

In this series, three engineers at Resolve walk through how and why they built the AI agents that run in complex production environments today. You'll get an inside look at the builds themselves and practical guidance on where AI for production can make a difference in your org.

Which sessions can you make?

Meet the engineers

Steven Karis

Steven Karis

Founding Chief Architect, Resolve AI

Hosting Behind the Build: Agents and engineers, on-call together

Founding Chief Architect at Resolve AI and former Principal Engineer at Splunk. Steven has deep expertise in large-scale infrastructure and software systems, with prior engineering experience at Uber, Omnition, and Microsoft.

Dave Lawson

Dave Lawson

Founding Solutions Engineer, Resolve AI

Hosting Behind the Build: Build vs. buy, AI agents for prod

Founding Solutions Engineer at Resolve AI with a background spanning cloud infrastructure, enterprise architecture, and developer platforms. Previously held leadership and solutions roles at Docker, MongoDB, Dell, and Starburst, helping large organizations adopt modern cloud and data technologies at scale.

Edward Li

Edward Li

Member of Technical Staff, Resolve AI

Hosting Behind the Build: Build vs. buy, AI agents for prod

Member of Technical Staff at Resolve AI focused on LLMs and AI systems. Previously a Staff Software Engineer at Google DeepMind working on Gemini Canvas, with a background spanning large-scale software engineering, machine learning, and research.

Justin Smith

Justin Smith

Founding Product Engineer, Resolve AI

Hosting Behind the Build: Always-on background agents

Founding Product Engineer at Resolve AI with 15+ years of experience building developer tools and observability platforms at companies like Splunk and VMware. Justin specializes in product design, frontend architecture, and turning complex infrastructure data into intuitive user experiences.

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Behind the Build: Agents and engineers, on-call together

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