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

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70 of 250 · 180 to go · finish line August 31, 2026 🏁

last updated 2026-07-17

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apify awk aws claude croc curl duckdb firecrawl gemini gron head hyperfine jq kubectl llm mlr parallel sort tail uniq xargs

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Find Pods Missing Resource Limits

kubectl get pods -A -o json | jq -r '.items[] | select(any(.spec.containers[]; .resources.…

List and Sort Running Container Images by Frequency

kubectl get pods -A -o json | jq -r '.items[].spec.containers[].image' | sort | uniq -c | …

kubectljqsortuniq

Find Top 10 Restarting Kubernetes Containers

kubectl get pods -A -o json | jq -r '.items[] | select(.status.containerStatuses != null) …

kubectljqsorthead

Extract and Group Outbound Links via Firecrawl

curl -sX POST https://api.firecrawl.dev/v1/scrape \ -H "Authorization: Bearer $FIRECRAWL_A…

firecrawljqcurlsort

Extract and Count Link Domains using Firecrawl

firecrawl scrape "https://news.ycombinator.com" --json | jq -r '.data.linksOnPage[]? | sel…

firecrawljqsortuniq