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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44 of 250 · 206 to go · finish line July 31, 2026 🏁
last updated2026-05-11
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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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#023
Gemini structured JSON envelope with -o json
curl -s "https://en.wikipedia.org/api/rest_v1/page/summary/Transformer_(deep_learning_arch…
curljqgemini
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#035
AWS Cost Explorer: top spend → gemini analysis
START=$(date -u -v-30d +%Y-%m-%d 2>/dev/null || date -u -d '-30 days' +%Y-%m-%d) END=$(dat…
awsjqgemini
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