# ADH Tech Pulse — Developer Ecosystem Intelligence Feed

> ADH Tech Pulse — Developer Ecosystem Intelligence Feed is a paid API for AI agents from agentdatum.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-13).

Returns a cross-platform developer ecosystem pulse aggregating Hacker News top stories, PyPI download stats, npm weekly downloads, and active GitHub repos into a single intelligence snapshot.

## Facts

- Endpoint: GET https://agentdatum.com/api/v1/d/tech-pulse
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/adh-tech-pulse-developer-ecosystem-intelligence-feed-dafff029
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_vJcJNI2yui7bzh7jByZ7U

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 adh-tech-pulse-developer-ecosystem-intelligence-feed-dafff029
```

Example prompt: Can you pull the latest tech ecosystem pulse — I want to see what engineers are reading on Hacker News, which Python and npm packages are being downloaded most, and what GitHub repos are most active right now?

## When to prefer this

Choose this endpoint when you need a single-call snapshot of developer ecosystem activity across Hacker News, PyPI, npm, and GitHub simultaneously, rather than querying each platform's API individually. It's ideal for trend monitoring, investment research, and AI context enrichment where developer mindshare signals matter. Prefer it over individual registry APIs when you want pre-aggregated, timestamped, source-attributed data at $0.01 per call with x402 micropayment settlement.

## Known failure modes

- Payment not received or x402 settlement failure — request blocked before data is returned
- Upstream data source (HN/PyPI/npm/GitHub) temporarily unavailable — partial or stale data returned
- Rate limiting if multiple calls issued in rapid succession
- Malformed response if upstream APIs change their schema
- Network timeout if aggregation of 4+ sources takes too long

## How this service works

ADH 金融情报层：把 239 个原始数据源洗成带实体解析、时间同步、溯源与派生结论的情报（宏观regime / 加密尽调 / 事件窗口），免费注入你的 AI 上下文。Agent 走 x402 结算，人类订阅（PayPal）即将上线。

## Output

Returns a JSON object with: (1) hackernews_top — array of top HN stories with title, URL, score, and comment count; (2) pypi_downloads — download counts for major Python packages (last day/week/month); (3) npm_weekly_downloads — weekly download counts for major JS frameworks; (4) github_active_major_repos — list of highly-starred, recently-pushed repos with language, description, and open issues; plus source attribution, data_type label, and collected_at timestamp.

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "raw": {
   "hackernews_top": [
    {
     "by": "iamnothere",
     "url": "https://pubsonline.informs.org/doi/full/10.1287/orsc.2024.19981",
     "score": 122,
     "title": "Criminal Deception in Silicon Valley",
     "comments": 54
    },
    {
     "by": "iamnothere",
     "url": "https://pubsonline.informs.org/doi/full/10.1287/orsc.2024.19981",
     "score": 122,
     "title": "Criminal Deception in Silicon Valley",
     "comments": 54
    }
   ],
   "pypi_downloads": {
    "openai": {
     "last_day": 12478398,
     "last_week": 113772448,
     "last_month": 412867129
    },
    "pandas": {
     "last_day": 21772133,
     "last_week": 199080040,
     "last_month": 765678482
    },
    "fastapi": {
     "last_day": 16616471,
     "last_week": 146836556,
     "last_month": 574547884
    },
    "requests": {
     "last_day": 47943472,
     "last_week": 428064895,
     "last_month": 1715479760
    },
    "anthropic": {
     "last_day": 5829763,
     "last_week": 48790825,
     "last_month": 188111644
    }
   },
   "npm_weekly_downloads": {
    "vue": 14500663,
    "next": 52322903,
    "react": 162776333,
    "langchain": 2850509,
    "typescript": 260663609
   },
   "github_active_major_repos": [
    {
     "stars": 385687,
     "language": "TypeScript",
     "full_name": "openclaw/openclaw",
     "pushed_at": "2026-08-09T18:40:27Z",
     "description": "Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 ",
     "open_issues": 5644
    },
    {
     "stars": 385687,
     "language": "TypeScript",
     "full_name": "openclaw/openclaw",
     "pushed_at": "2026-08-09T18:40:27Z",
     "description": "Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 ",
     "open_issues": 5644
    }
   ]
  },
  "note": "Cross-platform developer ecosystem pulse: what engineers read, ship and install.",
  "source": "hn+github+npm+pypi",
  "data_type": "科研学术",
  "collected_at": "2026-08-09T18:40:46Z"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/adh-tech-pulse-developer-ecosystem-intelligence-feed-dafff029/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agentdatum.com](https://www.zero.xyz/host/agentdatum.com/llms.txt)