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.

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56 of 250 · 194 to go · finish line July 31, 2026 🏁
last updated2026-05-25
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#001
Today's HN top 10, ranked by score
curl -s "https://hacker-news.firebaseio.com/v0/topstories.json" \ | jq -r '.[0:30][]' \ | …
curljqxargs
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#006
HN front page → Gemini 3.1 Pro analysis
curl -s "https://hacker-news.firebaseio.com/v0/topstories.json" \ | jq -r '.[0:30][]' \ | …
curljqxargsgemini
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#024
Production-grade reasoning that doesn't stall — --fallback-model
curl -s "https://hacker-news.firebaseio.com/v0/topstories.json" \ | jq -r '.[0:30][]' \ | …
curljqxargsclaude
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#042
ECS stopped-task postmortem → claude root-cause classifier
aws ecs list-clusters --query 'clusterArns[]' --output text | tr '\t' '\n' | while read -r…
awsxargsjqclaude
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#048
Analyze CrashLoopBackOff Pod Logs with Gemini
kubectl get pods -A -o json | \ jq -r '.items[] | select(any(.status.containerStatuses[]?;…
kubectljqxargsgemini
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