# Hacker News Cloud Deployment & Operations Discussion Search

> Hacker News Cloud Deployment & Operations Discussion Search 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 for discussions about cloud deployment and operations, returning titles, links, scores, authors, and timestamps.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/demand-next-community-cloud-deployment-founders?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-cloud-deployment-operations-discussion-search-e5ff01f7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_6XM5PuhxNwoWDumCtjmqe

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-cloud-deployment-operations-discussion-search-e5ff01f7 -d '<json body>'
```

Example prompt: Search Hacker News for the top 5 discussions about cloud deployment and operations — I want to see what startup founders and engineers are talking about recently, including titles, links, and scores.

## When to prefer this

Choose this endpoint when you need community sentiment, real-world experience reports, or founder discussions about cloud deployment and operations sourced specifically from Hacker News — ideal for competitive intelligence, trend research, or gathering practitioner opinions rather than official documentation or news articles.

## Known failure modes

- Empty result set if query terms match no indexed HN stories
- Stale results if HN search index hasn't updated recently
- max_results out of range (below 1 or above 10) causes validation error
- Generic cloud query returning off-topic stories if search terms are too broad
- Payment failure (402) if USDC balance is insufficient

## How this service works

Hacker News discussion search: cloud deployment and operations: Search public Hacker News stories for cloud deployment and operations. Returns story titles, links, scores, authors, and timestamps.

## Output

Returns an array of Hacker News story objects, each containing the story title, URL link to the original article or HN thread, upvote score, author username, and publication timestamp — up to the requested number of results (max 10).

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "cloud deployment and operations Startup founders",
   "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-cloud-deployment-operations-discussion-search-e5ff01f7/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)