
Running Qwen3.6 and Qwen3.8 in LM Studio on an M5 Pro
Using 4-bit MLX models locally on Apple Silicon while managing unified memory, context length, and thinking settings.
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Using 4-bit MLX models locally on Apple Silicon while managing unified memory, context length, and thinking settings.
Keep the credential in Vault, select namespaces with labels, and verify both Secret delivery and real image pulls.
Make internal GitLab, Registry, and Vault names resolvable from nodes and Pods without passing the host's loopback resolver to CoreDNS.
Configure the audit device, container storage, and logrotate separately, then verify that new requests reach the new file after rotation.
Restricting AI access to SSH, Kubernetes, and OpenTelemetry diagnostics while keeping local LLM context small.
I use my GitOps repository as shared working notes, so AI can understand the current setup before helping with changes, validation, and writing.

Running Airflow with Argo CD, Helm, Vault, and External Secrets on my home Kubernetes cluster.

Move the public entry point and identity checks to Cloudflare, then reach internal services through an outbound-only Tunnel.
Deleting the file is only the first step: rotate the credential, rewrite every reachable ref, verify the remote independently, and prevent the next …
How I turned my experience building an iOS product into a native SwiftUI system DNS manager with DoH and DoT support.

How I keep encrypted secret values in Git without turning the repo into a password dump.

How I enroll workloads into ambient mesh and add service-scoped L7 waypoints.

The checklist I use before Argo CD can safely take over a Kubernetes cluster.

Keep the observability backend outside Kubernetes while collecting application telemetry and Pod logs through two explicit paths.
How I route public domains through an Istio-managed Gateway and HTTPRoute.

A practical GitOps bootstrap flow for my RKE-based home Kubernetes infrastructure.

How I sync Vault KV data into Kubernetes Secrets without committing secret values to Git.

Use Rancher Kubernetes Engine to build a configurable Kubernetes cluster with Docker-based components.

A DNS over HTTPS and DNS over TLS app for iOS and macOS.

Host a static website for free with GitHub Pages, a custom domain, and Cloudflare DNS.

Use an NFS provisioner to provide persistent storage for a private Kubernetes cluster.

A practical walkthrough for creating a private Kubernetes cluster with kubeadm.