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⚡ AI Lessons

Dev.to · daniel jeong
☁️ DevOps & Cloud
2mo ago
Inside the Trivy Supply Chain Compromise (CVE-2026-33634): 76 Hijacked Tags, Runner.Worker Memory Secret Theft & SHA Pinning
cover_image: "https://iili.io/CKa8zxt.png"

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Crossplane v2.3 Deep Dive — High-Fidelity Render Engine, Provider Deletion Protection, Reconciliation Annotations, and CLI Separation
On **May 21, 2026**, the Crossplane maintainers shipped **v2.3.0**, the quarterly release that — for the first time in the v2 series — turned the "pro

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Spinnaker 2026.1.0 Emergency Patch — CVE-2026-32613 Echo SpEL RCE + CVE-2026-32604 Clouddriver Gitrepo Shell Injection
On April 20, 2026, the Spinnaker security team simultaneously disclosed two CVSS 9.9 Critical remote code execution vulnerabilities. The first is **CV

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Istio 1.30 Deep Dive — Agentgateway, Ambient Multicluster, TrafficExtension API, and 4 CVE Patches (JWKS RSA Leak, XDS Debug Auth)
On May 18, 2026, the Istio community shipped **Istio 1.30.0** alongside backports 1.29.3 and 1.28.7. On the surface it's a regular quarterly release,

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Bun 1.3 + Anthropic Rust Rewrite — Bun.SQL, Bun.Image, HTTP/3 QUIC, and a 6-Day 960K-Line Zig Rust Port
On **May 14, 2026**, the Bun team — now part of Anthropic — merged a pull request that ported **roughly 960,000 lines of Zig code to Rust**. Work bega

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Argo CD 3.4 Deep Dive — Cluster-Scoped Pause Reconciliation, Helm Value Globs, App List Filters, and Helm 3.19 Kubernetes-Version Label Migration
Argo CD 3.4 just went GA in early May 2026. We break down the cluster-scoped Pause Reconciliation annotation, Helm valueFiles wildcard glob patterns, Annotation

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
OpenTelemetry Profiles Public Alpha: eBPF Fourth Signal, Collector v0.151.0 and OpAMP Fleet Management for 2026
On March 26, 2026 the CNCF announced **the Public Alpha of the OpenTelemetry Profiles signal**. After metrics, traces, and logs, **continuous profilin

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Falco 0.43 Deep Dive — Legacy eBPF, gVisor, gRPC Deprecation and Cosign v3 Bundles Redefining 2026 Kubernetes Runtime Security
On January 26, 2026, the CNCF Graduated project **Falco** shipped 0.43.0, followed by patch release 0.43.1 on April 9. The previous minor 0.42.0 had a

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Amazon EKS Hybrid Nodes Gateway Deep Dive: VXLAN, Cilium VTEP, and Lease-Based Leader Election Redefining Hybrid Kubernetes Networking
On April 28, 2026, alongside the OpenAI–Bedrock partnership announcement at the **What's Next with AWS 2026** keynote, AWS quietly delivered one of th

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
AWS Lambda S3 Files — The Complete Guide: EFS-Backed S3 Mounts Are Rewriting Serverless Architecture and the Agentic AI Workload Standard
Lambda S3 Files (GA April 21, 2026) lets Lambda functions mount S3 buckets as POSIX file systems, dissolving the /tmp 10GB ceiling and the forced statelessness

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
OpenTelemetry eBPF Instrumentation (OBI) — The Complete Guide: KubeCon EU 2026 Beta Launch, Zero-Code Observability, and the 1.0 GA Roadmap
> **Published on the ManoIT Tech Blog (Korean original).** On April 2026 at KubeCon + CloudNativeCon Europe in Amsterdam, Splunk formally announced th

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Terraform 1.14 — The Complete Guide to List Resources (.tfquery.hcl), Actions Block, and `terraform query`: IaC's First Paradigm Shift in 5 Years
Terraform 1.14 (Nov 2025 GA, patched to 1.14.9 in April 2026) introduces List Resources for bulk discovery/import and Actions Block with lifecycle triggers and

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Flux 2.8 GA — Helm v4 Server-Side Apply, MTTR Cuts, CEL Health Checks, and the 2026 GitOps Standard
> **Published on ManoIT Tech Blog (Korean original).** On February 24, 2026 the Flux project shipped v2.8.0 GA. This is not a minor release — Helm v4

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Complete Guide to Kubernetes 1.36: DRA GA, OCI VolumeSource, MutatingAdmissionPolicy, and Production Upgrade Checklist
Kubernetes v1.36 ships on April 22, 2026. This release brings **Dynamic Resource Allocation (DRA) to GA**, **OCI VolumeSource to Stable**, and **Mutat

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Complete Guide to GitHub Actions 2026 Security Roadmap — Dependency Locking, Native Egress Firewall, and Scoped Secrets
In March 2025, the **tj-actions/changed-files** supply chain attack compromised **over 23,000 repositories**. Attackers stole a PAT from reviewdog/act

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Crossplane v2.2 Deep Dive — Pipeline Inspector, CEL Validation, and Production Control Planes
In March 2026, Crossplane shipped v2.2 with long-awaited features for platform engineering teams: **pipeline debugging, metadata-level validation, uni

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Ingress-NGINX Is Officially Retired — Complete Gateway API Migration Guide With ingress2gateway 1.0
On March 24, 2026, **kubernetes/ingress-nginx** — the most widely used Ingress controller in the Kubernetes ecosystem — officially reached **End-of-Li

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Kyverno Graduates from CNCF: A Production Guide to Policy-as-Code for Kubernetes Governance
On March 24, 2026, at KubeCon + CloudNativeCon Europe in Amsterdam, the CNCF officially announced **Kyverno's graduation** to the highest project matu

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Building a Production eBPF Observability & Security Stack for Kubernetes in 2026
Understanding what's happening inside a production Kubernetes cluster running thousands of containers remains one of the hardest operational challenge

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Docker Hub Data Breach Response Guide: Container Security and Future Strategy
2025년 Docker Hub 대규모 데이터 유출 사건과 Docker의 보안 대응책을 분석하고, Istio 서비스 메시 통합 및 containerd 상용 지원 등 컨테이너 생태계의 최신 보안 동향과 실무 적용 방안을 제시합니다.

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Kubernetes AI Workload Expansion: 66% of Enterprises Using K8s for GenAI Inference in 2026
KubeCon Europe 2026에서 발표된 최신 데이터에 따르면, 기업의 66%가 생성형 AI 추론 워크로드를 위해 쿠버네티스를 사용하고 있습니다. AI 워크로드 관리를 위한 쿠버네티스 활용 방법과 실무 적용 가이드를 확인하세요.

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Docker Compose v3 Migration Guide: Practical Transition Tips
Docker Compose v3로 마이그레이션하는 방법과 실무에서 자주 겪는 문제 해결법을 정리한 실전 가이드입니다.

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Docker Kanvas
Docker가 Layer5와 협력해 출시한 Kanvas는 Docker Compose 파일을 Kubernetes 매니페스트로 자동 변환합니다. Helm/Kustomize와의 비교, 사용 시나리오, 실전 적용 판단 기준을 정리합니다.

Dev.to · daniel jeong
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
KubeCon Europe 2026
KubeCon + CloudNativeCon Europe 2026이 암스테르담에서 열렸습니다. CNCF 보고서에 따르면 클라우드 네이티브 개발자가 1,990만 명에 도달했으며, AI 워크로드의 66%가 Kubernetes에서 운영 중입니다. 주요 발표와 트렌드를 정리합
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