# Hacker News Discussion Search: Data Engineering and Pipelines

> Hacker News Discussion Search: Data Engineering and Pipelines is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-02).

Searches public Hacker News stories about data engineering and pipelines, returning titles, links, scores, authors, and timestamps.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/demand-next-community-data-engineering-product?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/hacker-news-discussion-search-data-engineering-and-pipelines-8310f70e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_sSvnCfIFt9YP2nYFU9-t_

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability hacker-news-discussion-search-data-engineering-and-pipelines-8310f70e -d '<json body>'
```

Example prompt: Search Hacker News for the top 5 discussions about data engineering and pipelines — I want to see what the community is talking about right now.

## When to prefer this

Choose this endpoint when you need community sentiment, trending discussions, or developer perspectives on data engineering topics specifically from Hacker News. Prefer it over generic web search when you want curated, scored, developer-community content rather than blog posts or documentation.

## Known failure modes

- No results returned if query is too niche or no recent HN stories match
- max_results out of range (must be 1–10) causes validation error
- Empty or malformed query may fall back to default query behavior
- Network or upstream HN API unavailability may cause timeout or 5xx error

## How this service works

Hacker News discussion search: data engineering and pipelines: Search public Hacker News stories for data engineering and pipelines. Returns story titles, links, scores, authors, and timestamps.

## Output

Returns a list of Hacker News story objects, each containing the story title, URL/link, upvote score, author username, and publication timestamp — up to 10 results per call.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "data engineering and pipelines Product teams",
   "description": "Optional focused search query."
  },
  "max_results": {
   "type": "integer",
   "default": 5,
   "maximum": 10,
   "minimum": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/hacker-news-discussion-search-data-engineering-and-pipelines-8310f70e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)