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Scraper tickets closed
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Time to first agent tool
TTL + on-demand refresh
Context freshness
The problem
Teams wire up headless browsers, then proxies, then parsers — and still get brittle context windows. The maintenance tax shows up right when a model demo turns into production traffic.
The Orsa layer
Orsa returns clean Markdown, HTML, and brand metadata with retries and escalation handled for you. Point agents at URLs the same way they call any other tool.
Implementation
Here's the integration.
Copy this into your codebase — it works as-is.
import Orsa from 'orsa';
const client = new Orsa({ apiKey: process.env.ORSA_API_KEY! });
const page = await client.web.scrapeMarkdown({
url: 'https://stripe.com/docs',
});In production
Teams shipping with this workflow.
The Context Company
“Cut agent hallucinations on company facts after adding Orsa as the ground-truth layer.”
Mintlify
“Docs search stays fresh by reusing the same Markdown Orsa emits for marketing captures.”
Paragon Group
“Internal agents chart customer sites before onboarding calls — no bespoke scrapers.”
Endpoints that power this workflow