# HackerNews & Developer Ecosystem Real-Time Sentiment Pulse

> HackerNews & Developer Ecosystem Real-Time Sentiment Pulse is a paid API for AI agents from shopify-intel.agentdiet.dev, paid per call via MPP, $0.01/call, status unknown (last checked 2026-10-21).

Queries live HackerNews discussions, front-page velocity, and developer sentiment for any framework, startup, library, or AI model

## Facts

- Endpoint: GET https://shopify-intel.agentdiet.dev/v1/dev-sentiment?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: shopify-intel.agentdiet.dev
- Website: https://shopify-intel.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/shopify-intel-agentdiet-dev-hackernews-developer-ecosystem-real-time-77712193
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_VIcjDPiRWp5KTGt1m9F8N

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 shopify-intel-agentdiet-dev-hackernews-developer-ecosystem-real-time-77712193
```

Example prompt: What's the current developer sentiment on HackerNews about the Llama 4 model — are people excited, skeptical, or mixed, and how fast is it trending on the front page?

## When to prefer this

Choose this endpoint when you need real-time, developer-community-specific sentiment from HackerNews rather than broad social media sentiment. It is best suited for tracking how technical audiences perceive a framework, library, startup, or AI model — especially when front-page velocity and discussion recency matter. Prefer it over generic sentiment APIs when the target audience is explicitly developers or the tech community.

## Known failure modes

- Empty or generic query string yields low-signal or no results
- Topic with minimal HackerNews coverage returns sparse sentiment data
- Payment failure (HTTP 402) if x402 micropayment is not properly handled
- Rate limiting if the same query is repeated too frequently
- Ambiguous keyword (e.g. 'Go') may conflate unrelated topics in results

## How this service works

Queries live HackerNews discussions, front-page velocity, and developer sentiment on any framework, startup, or AI model. (Live x402 v2, IETF MPP & MCP endpoint at https://shopify-intel.agentdiet.dev/v1/dev-sentiment)

## Output

Returns aggregated developer sentiment data derived from live HackerNews discussions, including front-page velocity metrics, community reactions, and sentiment signals for the queried technology, startup, library, or AI model topic.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "query"
 ],
 "properties": {
  "query": {
   "type": "string",
   "minLength": 1,
   "description": "Technology, startup, library, or topic keyword to analyze across HackerNews"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/shopify-intel-agentdiet-dev-hackernews-developer-ecosystem-real-time-77712193/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from shopify-intel.agentdiet.dev](https://www.zero.xyz/host/shopify-intel.agentdiet.dev/llms.txt)