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Beyond Coding

Beyond Coding

How Senior Engineers Use Coding Agents On Prod Infrastructure

· 42 min · Episode 273

Show notes

How do senior engineers use coding agents on prod infrastructure when “make no mistakes” is just a polite request? Kerim Satirli (HashiCorp, an IBM company) explains why prompt rules don’t hold in production, and what he runs instead.
In this video, we cover:

• How Infrastructure as Code (Terraform, Contentful, Datadog, Okta, Cloudflare providers) evolved from open-source PRs to automated agent harnesses
• Why AI skills files and “make no mistakes” prompts are only requests, and what replaces them in production pipelines
• How AI-generated pull requests are overwhelming open-source…

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