Nicole Forsgren
Co-Founder, DORA (DevOps Research and Assessment)
Nicole Forsgren is a researcher, author, and expert in software engineering performance and DevOps.
Skills
AI Product Operations
The emerging operational discipline for AI in production. Covers the guardrails, metrics, and team structures that differ from classic software: reasoning systems, evaluation frameworks, prompt engineering workflows, and scaling AI products reliably. Drawn from practitioners at Smol AI, Humanloop, Remyx AI, and others.
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QA & Testing Engineering
Moving testing left, owning quality as a team, and validating software where it matters most. Covers testing culture, CI/CD integration, production testing, test architecture, and building testing systems that catch failures before users do. Drawn from practitioners at Kosli, CircleCI, and Ministry of Testing.
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