https://muhammadamal.my.id/tags/devsecops/ Recent content in Devsecops on Hi, I'm Muhammad Amal Hugo en-us Mon, 08 Sep 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/devsecops-ai-ml-pipelines-comprehensive-tutorial/ Mon, 08 Sep 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/devsecops-ai-ml-pipelines-comprehensive-tutorial/ How to wire real security gates into ML pipelines without grinding training to a halt, with code and policies that actually work. https://muhammadamal.my.id/blog/pod-security-standards-migration/ Thu, 28 Sep 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/pod-security-standards-migration/ Migrating from PodSecurityPolicy to Pod Security Standards on Kubernetes 1.28 — namespace labels, audit-mode rollout, and the workloads guaranteed to break. https://muhammadamal.my.id/blog/vault-dynamic-secrets-kubernetes/ Thu, 14 Sep 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/vault-dynamic-secrets-kubernetes/ Running Vault 1.14 dynamic database secrets in Kubernetes 1.28 — injector vs CSI, lease renewal, and the failure modes that bite under load. https://muhammadamal.my.id/blog/trivy-container-scanning-pipeline/ Mon, 04 Sep 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/trivy-container-scanning-pipeline/ Trivy 0.45 in CI: severity gating, ignore policies, DB caching, and the gotchas that bite teams shipping containers daily.