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📰 Dev.to · david

37 articles · Updated every 3 hours · View all reads

All Articles 190,009Blog Posts 171,860Tech Tutorials 50,928Research Papers 36,792News 23,195 ⚡ AI Lessons
Renovate OOMKilled Three Times: Why the Fix Wasn't More Memory
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
Renovate OOMKilled Three Times: Why the Fix Wasn't More Memory
Two GiB wasn't enough, so I bumped to 3 GiB. Still OOMKilled. Bumped to 4 GiB. Still OOMKilled. The real fix wasn't memory at all — it was Terraform hash concur
Kubernetes Health Probes: The Host Header Trap That Restarts Healthy Pods
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
Kubernetes Health Probes: The Host Header Trap That Restarts Healthy Pods
Adding health probes to 20+ workloads taught me that kubelet sends the Pod IP as the Host header — and apps with host-validation reject it. Here's the full swee
Zero NetworkPolicies on the Database Namespace: The Gap That Let Any Pod Reach Authelia's Postgres
Dev.to · david 🔐 Cybersecurity ⚡ AI Lesson 2mo ago
Zero NetworkPolicies on the Database Namespace: The Gap That Let Any Pod Reach Authelia's Postgres
The database namespace holding Authelia's session storage had no network restrictions. Any pod in the cluster could reach it. Here's the audit that found it, th
Migrating Atlantis to an LXC Accidentally Made It Fully Public
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
Migrating Atlantis to an LXC Accidentally Made It Fully Public
Moving Atlantis from Kubernetes to a dedicated LXC involved repointing the Cloudflare Tunnel. The new tunnel pointed straight at the LXC's IP, bypassing Traefik
310 Restarts in 21 Days: CNPG's Silent PodMonitor Failure and the Leader-Election Trap
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
310 Restarts in 21 Days: CNPG's Silent PodMonitor Failure and the Leader-Election Trap
CloudNativePG's auto-generated PodMonitor was missing a single label — Prometheus never scraped it. The same I/O fragility that causes etcd timeouts was trigger
Beszel: Lightweight Host Monitoring That Doesn't Deserve Its Own Server
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
Beszel: Lightweight Host Monitoring That Doesn't Deserve Its Own Server
Why I replaced a heavyweight monitoring stack for host-level metrics with a single container, how Kyverno caught my first deploy before it hit production, and w
The .gitleaks-baseline.json That Suppressed Live Production Secrets
Dev.to · david 🔐 Cybersecurity ⚡ AI Lesson 2mo ago
The .gitleaks-baseline.json That Suppressed Live Production Secrets
A gitleaks baseline file is supposed to suppress known-false-positive findings. It turned out to be suppressing the live rpc_secret and admin_token for a produc
Redis Killed Nextcloud and Nobody Noticed for Hours
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 2mo ago
Redis Killed Nextcloud and Nobody Noticed for Hours
Redis running without a PVC still has persistence enabled by default. When it can't write RDB snapshots to a read-only rootfs, it doesn't crash — it silently re
kubectl Said Everything Was Correct. Traefik 404'd Anyway.
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
kubectl Said Everything Was Correct. Traefik 404'd Anyway.
Migrating Jellyfin off k3s onto a GPU-passthrough LXC meant pointing a Service at an external IP. The EndpointSlice looked completely correct via kubectl — Serv
SLO Burn-Rate Alerting with Prometheus: Beyond Threshold Alerts
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
SLO Burn-Rate Alerting with Prometheus: Beyond Threshold Alerts
Most teams alert when availability drops below a threshold. Burn-rate alerting tells you how fast you're spending your error budget — so you page on trajectory,
I Hardened Pod securityContext and Broke 9 Containers in Production
Dev.to · david 🔐 Cybersecurity ⚡ AI Lesson 3mo ago
I Hardened Pod securityContext and Broke 9 Containers in Production
capabilities.drop: [ALL] and runAsNonRoot: true passed schema validation cleanly. Within minutes of merge, nine containers — including both Postgres instances b
Hardening Unattended Raspberry Pi Edge Nodes: Watchdog, fail2ban, nftables, and the Mistakes That Take Down DNS
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
Hardening Unattended Raspberry Pi Edge Nodes: Watchdog, fail2ban, nftables, and the Mistakes That Take Down DNS
Two Raspberry Pis run DNS for an entire network with no one watching them most of the time. A hardware watchdog, fail2ban, an additive nftables host firewall th
My Firewall Had 77 Rules. Terraform Knew About 22 of Them.
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
My Firewall Had 77 Rules. Terraform Knew About 22 of Them.
Multiple rounds of 'reconstruct the firewall' work each added a fresh generation of rules without removing the old one. Because RouterOS evaluates rules in orde
Kyverno: Supply Chain Security as Admission Control on Kubernetes
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
Kyverno: Supply Chain Security as Admission Control on Kubernetes
Most Kubernetes clusters accept any container image, any privilege level, and any resource configuration by default. Kyverno lets you enforce policies at admiss
I Ran Gitleaks Against My Own Repo and Found 12 Real Secrets
Dev.to · david 🔐 Cybersecurity ⚡ AI Lesson 3mo ago
I Ran Gitleaks Against My Own Repo and Found 12 Real Secrets
A full-history gitleaks scan of a homelab repo that had been running for months turned up 12 distinct plaintext secrets — including an OIDC signing key. Here's
ArgoCD Gotchas: Cache Staleness and the SharedResourceWarning Nobody Explains
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
ArgoCD Gotchas: Cache Staleness and the SharedResourceWarning Nobody Explains
kubectl apply succeeds, the field reverts within seconds, and there's no error anywhere. Two ArgoCD debugging patterns that hit the same homelab three times in
Full Observability on k3s: kube-prometheus-stack + Loki + Grafana OIDC
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
Full Observability on k3s: kube-prometheus-stack + Loki + Grafana OIDC
Deploy a production-grade monitoring stack on bare-metal k3s: Prometheus, Loki with Garage S3 storage, Promtail on edge nodes via Ansible, SNMP monitoring for M
k3s Backup Without the Complexity: Velero + Garage S3 on Longhorn
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
k3s Backup Without the Complexity: Velero + Garage S3 on Longhorn
Replace MinIO with Garage — a single 50MB binary — as the Velero backup target. Full daily cluster backups with Longhorn volume snapshots, deployed via ArgoCD.
Enterprise Homelab: K3s, Authelia & Longhorn on Proxmox with Terraform
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
Enterprise Homelab: K3s, Authelia & Longhorn on Proxmox with Terraform
How to build a production-grade Kubernetes homelab with K3s, Authelia SSO, Longhorn storage, and ArgoCD — and the five painful mistakes that will cost you hours
Self-Hosted Tailscale Control Plane: Headscale on k3s with Authelia OIDC
Dev.to · david ☁️ DevOps & Cloud ⚡ AI Lesson 3mo ago
Self-Hosted Tailscale Control Plane: Headscale on k3s with Authelia OIDC
Deploy Headscale on a bare-metal k3s cluster with Longhorn persistence, Traefik ingress, and Authelia OIDC authentication — fully GitOps-managed via ArgoCD.