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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56 of 250 · 194 to go · finish line July 31, 2026 🏁

last updated2026-05-25

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all self-contained llm-cli duckdb apify aws

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

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CSV → instant stats with Miller

mlr --csv stats1 -a mean,p90,max -f price -g category sales.csv | column -t