G

Sources scanned

What the system actually read

50 GitHub repositories and 10 articles scanned so far.

How this is measured

Every trend, forecast, and recommendation on this site traces back to one of these documents. Nothing is inferred from a model's prior knowledge — only from what was collected and listed here.

GitHub repos scanned

50

open-source repositories

Languages seen

—

programming languages

Topics tracked

—

GitHub topic tags

GitHub repos scanned

50 sources

What we do not read

Known gaps in coverage

  • LinkedIn job postings — requires a paid API license. Currently substituted with demo data.
  • Indeed / Glassdoor — scraping violates their terms of service. Not collected.
  • SEC filings — hiring plans in earnings reports are not yet parsed.
  • Academic papers — arXiv and similar preprint servers are not yet connected.

These gaps are listed here rather than hidden. A source that is absent is not the same as a source that returned zero — and this system does not pretend otherwise.