The 250 one-liners that built
data engineering in 2026.
Hand-curated shell pipelines combining apify · jq · claude · gemini · duckdb · groq · miller. Every entry runs as-is on a fresh laptop. Copy. Run. Learn.
apifyjqclaudegeminiduckdbgroqmillerparallel
56 of 250 · 194 to go · finish line July 31, 2026 🏁
last updated2026-05-25
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#047
Aggregate K8s Pod Counts by Namespace and Phase
kubectl get pods -A -o json | \ jq -c '.items[]' | \ duckdb -c "SELECT metadata.namespace,…
kubectljqduckdb
›#048
Analyze CrashLoopBackOff Pod Logs with Gemini
kubectl get pods -A -o json | \ jq -r '.items[] | select(any(.status.containerStatuses[]?;…
kubectljqxargsgemini
›#049
Analyze Kubernetes Events for Anomalies
kubectl get events -A --sort-by='.lastTimestamp' | tail -n 100 | claude -p "Review these K…
kubectltailclaude
›#050
Audit Kubernetes RBAC Roles with Claude
kubectl get clusterroles,roles -A -o yaml | claude -p "Audit this Kubernetes RBAC configur…
kubectlclaude
›#051
Find Pods Missing Resource Limits
kubectl get pods -A -o json | jq -r '.items[] | select(any(.spec.containers[]; .resources.…
kubectljqsort
›#052
List and Sort Running Container Images by Frequency
kubectl get pods -A -o json | jq -r '.items[].spec.containers[].image' | sort | uniq -c | …
kubectljqsortuniq
›#053
Analyze Top Kubernetes Warning Events with DuckDB
kubectl get events -A --field-selector type=Warning -o json | jq -c '.items[]' | duckdb -c…
kubectljqduckdb
›#054
Find Top 10 Restarting Kubernetes Containers
kubectl get pods -A -o json | jq -r '.items[] | select(.status.containerStatuses != null) …
kubectljqsorthead
›#055
Evaluate Kubernetes Node Scaling with LLM
kubectl top nodes | llm -m gpt-4o "Analyze this node utilization. Are we over-provisioned …
kubectlllm
›#056
Find all OOMKilled pods across a Kubernetes cluster
kubectl get pods -A -o json | jq -r '.items[] | select(.status.containerStatuses[]?.lastSt…
kubectljq
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