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Open Source Summit + Embedded Linux Conference North America... has ended
May 18-20, 2026
Minneapolis, MN
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Note: The schedule is subject to change.

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Tuesday May 19, 2026 11:00am - 11:40am CDT
Several guidelines such as FinOps Framework and Green Software Patterns provide principles for cloud optimization, but they include both abstract ideas and practical details with multiple concerns like cost and sustainability. This makes human reviews inconsistent. In this talk, we show how such guidance can be evaluated consistently in CI using Open Policy Agent (OPA).

We present a two-layer policy design: evaluation logic stays small and readable in Rego, while policy rules such as thresholds and exceptions are defined in structured JSON. This separation makes policies easier to maintain by contributors without Rego expertise. CI checks consume an input schema derived from configuration or IaC artifacts and return review-ready decisions—allow, warn, or block—along with a rule identifier, rationale, and a suggested follow-up.

What you will learn:
・How to extract checkable criteria from abstract guidance
・How to design a stable input schema
・How to structure a rules catalog so that policy evaluation remains possible even when multiple concerns interact
・How to run a policy change process that does not depend on a small set of Rego experts
Speakers
avatar for Machiko Shinozuka

Machiko Shinozuka

Research Engineer, NTT, Inc
Machiko Shinozuka is a researcher in Computer and Data Science Laboratories in NTT, Inc. She is engaged in the research and development of green software engineering. Her interest is calculating and reducing CO2 emissions in software, FinOps and cloud cost optimization. With a background... Read More →
avatar for Kouki Hama

Kouki Hama

Senior Research Engineer, NTT, Inc
Kouki Hama is a Senior Research Engineer in software engineering at NTT, Inc., Computer & Data Science Laboratories. His research focuses on improving the efficiency, reliability, and governance of CI/CD, with a focus on GreenOps, FinOps, reliability engineering, and software supply... Read More →
Tuesday May 19, 2026 11:00am - 11:40am CDT
200F (Level Two)
  Cloud + Orchestration
  • Audience Experience Level Beginner
  • Slides Attached Yes

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