This episode of Ship It Weekly is about secrets, agents, risky defaults, and follow-up work that never gets done. Brian covers the CISA contractor GitHub leak involving AWS keys, internal docs, Terraform, Kubernetes, Argo CD, and CI/CD context, plus AWS DevOps Agent doing automated RCA across Datadog, Elasticsearch, CloudTrail, and EKS.

Brian also covers MS Copilot Studio computer-using agents, Claude Code in Bitbucket Agentic Pipelines, CVE-2026-46333 and Kubernetes seccomp defaults, GitHub OIDC for Dependabot, Java pods getting OOMKilled, LLM-generated SQL that can be wrong but still run, and why postmortem action items die without ownership.

Sponsored by Guardsquare https://hubs.ly/Q04fJgkJ0

Links

CISA GitHub leak https://blog.gitguardian.com/how-we-got-a-cisa-github-leak-taken-down-in-26-hours/

AWS DevOps Agent RCA https://aws.amazon.com/blogs/devops/automate-root-cause-analysis-across-datadog-and-elasticsearch-with-aws-devops-agent/

Microsoft Copilot Studio computer-using agents https://techcommunity.microsoft.com/blog/copilot-studio-blog/computer-using-agents-in-microsoft-copilot-studio-are-now-generally-available/4519427

Atlassian Agentic Pipelines with Claude Code https://support.atlassian.com/bitbucket-cloud/docs/agentic-pipelines/

CVE-2026-46333 https://nvd.nist.gov/vuln/detail/CVE-2026-46333

Kubernetes seccomp https://kubernetes.io/docs/reference/node/seccomp/

GitHub OIDC for Dependabot and code scanning https://github.blog/changelog/2026-05-19-expanded-oidc-support-for-dependabot-and-code-scanning/

Java pods OOMKilled in Kubernetes https://dzone.com/articles/java-pod-oomkill-kubernetes

LLM-generated SQL risks https://readyset.io/blog/why-llms-write-incorrect-sql-and-what-that-means-for-your-database

Postmortem action items https://incident.io/blog/why-do-post-mortem-action-items-fail-how-to-make-incident-follow-ups-actually-get-done

On Call Brief https://www.tellerstech.com/on-call-brief/2026-W21/

More episodes + show notes https://shipitweekly.fm/

CISA’s GitHub Leak, AI Root Cause Analysis, Copilot Agents, Claude Code in CI/CD, and Kubernetes Seccomp Risk

Ship It Weekly - DevOps, SRE, Platform and Cloud Engineering News

CISA’s GitHub Leak, AI Root Cause Analysis, Copilot Agents, Claude Code in CI/CD, and Kubernetes Seccomp Risk