Developer talent discovery

Access and scope

Set CRAWLORA_API_KEY to your Crawlora key. Prefer the listed Crawlora MCP tools when connected; otherwise use the bundled scripts/crawlora.sh, which sends x-api-key to https://api.crawlora.net/api/v1. Read reference/endpoints.md for exact methods and parameters. Check application code as well as HTTP status; payloads are inside data. Stop on authentication errors, back off on 429, and retry a transient upstream failure once. Bound requests by the requested scope and credit budget. Preserve source IDs, URLs, source dates, and retrieval/crawl times separately.

Produce a role-specific shortlist supported by public technical work. Start with required technologies, work examples, domain, optional geography, and explicit availability criteria. A public GitHub profile is a sample of work, not a complete CV or a verified measure of professional capability.

Discover identities and validate work evidence