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GitLab's New Rate Limits: What to Fix Before Oct 19
GitLab is capping unauthenticated API calls at 60 an hour starting October 19, and the preview windows land before most teams will have noticed.
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Kubernetes Workload Identity — Projected Tokens and OIDC to Cloud IAM
How pods can talk to AWS, GCP, and Azure with no static keys — using audience-bound projected ServiceAccount tokens and the cluster OIDC issuer.
Fix Docker Exit Code 137 (Container Killed / OOM)
Exit 137 usually means the kernel shot your container for eating too much memory. Here's how to confirm the OOM kill and stop it happening again.
Fix Docker "No Space Left on Device
Your build fails, your containers won't start, and df says the disk is full. Here's where Docker hides the gigabytes and how to get them back safely.
Kubernetes FailedScheduling — Taints, Affinity, and Resources
A pod sits Pending and the scheduler quietly logs why it rejected every node. Learn to read that one line and fix the real cause instead of guessing.
Prometheus vs Datadog — When Open Source Wins
The metrics stack you self-host is free software plus a real ops bill. Datadog hands you everything and mails you the invoice. Here's how we pick.
Prompt Injection Defense for LLM Apps
Prompt injection is not a prompt bug, it is an architecture problem. Here is how we design LLM apps so a poisoned document cannot hijack them.
Fixing Evicted Pods and Node Pressure in Kubernetes
Evicted pods are the kubelet telling you a node ran out of something. Here's how to read the signal, stop the bleeding, and keep it from happening again.
CircleCI vs GitHub Actions — Cost and Speed
We ran the same test suite on both platforms for a year. Here's where CircleCI earns its price, where GitHub Actions wins on simplicity, and what the bill actually looks like.
How to Fix OOMKilled (Exit Code 137) in Kubernetes
A pod dies, restarts, dies again, and the events say OOMKilled. Here is what exit code 137 actually means and how to stop the loop for good.
Datadog vs Grafana — Managed vs Self-Hosted Observability
One vendor sends the invoice, the other sends the ops work. Here's how we pick between Datadog and the Grafana stack without regretting it later.
Fix Docker "Port Is Already Allocated
You run docker run, and it refuses to bind port 8080. Something already owns that port. Here is how to find the holder and get your container up.
S3 vs Azure Blob vs GCS — Object Storage Cost Comparison
Three object stores, similar sticker prices, wildly different bills once retrieval and egress hit. Here is where the money actually goes.