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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Capped fan-out across N inputs with --max-budget-usd

TOPICS=(machine-learning local-llm agi claude openai) mkdir -p /tmp/topic # Stage 1: scra…

parallelcurljqclaude