# Hacker News Discussion Search: Cloud Deployment & Operations

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

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/demand-next-community-cloud-deployment-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-cloud-deployment-operations-45c34e55
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap__ruNj0P9ILKwM2MkLIsPt

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-cloud-deployment-operations-45c34e55 -d '<json body>'
```

Example prompt: Search Hacker News for discussions about cloud deployment and operations — give me the top 5 results including titles, links, scores, and who posted them.

## When to prefer this

Choose this endpoint when you need community-sourced developer opinions, trending discussions, or curated links specifically from Hacker News about cloud deployment and operations topics. Prefer it over general web search when the goal is to surface what the technical/developer community is actively discussing, upvoting, or debating on HN.

## Known failure modes

- Query returns zero results if the search term is too niche or obscure for HN coverage
- max_results out of range (must be 1–10) causes validation error
- Network or upstream HN search API unavailability returns an error response
- Overly broad queries may return loosely related stories

## 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 a list of up to 10 Hacker News stories matching the query, each containing the story title, HN story URL, upvote score, author username, and publication timestamp.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "cloud deployment and operations 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-cloud-deployment-operations-45c34e55/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)