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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70 of 250 · 180 to go · finish line August 31, 2026 🏁
last updated 2026-07-17
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showing 17 of 70clear
#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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#008
Wikipedia article → 5-year-old explanation
curl -s "https://en.wikipedia.org/api/rest_v1/page/summary/Homotopy_type_theory" \ | jq -r…
curljqclaude
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#019
Should I read this HN thread? Claude TL;DR
ID=42583107 # any HN story id curl -s "https://hn.algolia.com/api/v1/items/$ID" \ | jq -…
curljqclaude
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#022
Schema-validated LLM output with claude --json-schema
curl -s \ "https://hn.algolia.com/api/v1/search?query=local+llm&tags=story&hitsPerPage=20"…
curljqclaude
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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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#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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#025
Pure-LLM lockdown mode with --tools ""
curl -s "https://hn.algolia.com/api/v1/search?tags=front_page&hitsPerPage=20" \ | jq -r '.…
curljqclaude
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#026
LLM persona via --append-system-prompt
curl -s \ "https://hn.algolia.com/api/v1/search?query=AI&tags=front_page&hitsPerPage=15" \…
curljqclaude
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#027
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
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#028
Groq speed lane via llm -m groq-llama-3.3-70b-versatile
curl -s "https://hn.algolia.com/api/v1/search?query=duckdb&hitsPerPage=20" \ | jq -r '.hit…
curljqllm
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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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#049
Analyze Kubernetes Events for Anomalies
kubectl get events -A --sort-by='.lastTimestamp' | tail -n 100 | claude -p "Review these K…
kubectltailclaude
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#050
Audit Kubernetes RBAC Roles with Claude
kubectl get clusterroles,roles -A -o yaml | claude -p "Audit this Kubernetes RBAC configur…
kubectlclaude
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#055
Evaluate Kubernetes Node Scaling with LLM
kubectl top nodes | llm -m gpt-4o "Analyze this node utilization. Are we over-provisioned …
kubectlllm
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#057
Scan App Configs for Exposed Secrets
curl -sL https://api.example.com/config.json | jq -r '. | to_entries | map("\(.key): \(.va…
curljqllm
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#060
Scan webpages for exposed secrets using LLM
curl -sL https://targeting.ai | llm -s "Scan this text for exposed API keys, passwords, or…
curljqllm
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#072
Summarize breaking news from the last hour
firecrawl search "breaking news" --tbs "qdr:h" --json \ | jq -r '.data.web[] | .title + ":…
firecrawljqclaude
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