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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81 of 250 · 169 to go · finish line August 31, 2026 🏁

last updated2026-09-03

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apify ast-grep awk aws claude croc curl duckdb envfix ffprobe firecrawl gemini gron head htmlq hyperfine jc jo jq kubectl llm mlr oc parallel rga sort sponge tail uniq witr xargs yq

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Benchmark JSON Parsing Speed: jq vs gron

hyperfine --warmup 3 'jq . large.json > /dev/null' 'gron large.json > /dev/null'

hyperfinejqgron