Pipeline Health

Coverage

437 House and 100 Senate members in office. Each row counts how many of those are represented in the named table.

Official member biographies

Sources must be official House or Senate sites. Extracted facts stay unpublished and unavailable to Ask until a human verifies the source and exact quote.

Candidate-site research

Sites are linked through FEC committee filings. Model-extracted claims stay unpublished until a human verifies the source and quote.

2026 race verification

State-authority adapters roll out independently. FEC-only means campaign-finance filers, not a verified ballot.

Latest run per source

Trade pipeline

Ask assistant

Every question is logged with its scope, tool trace, provider, cost, and outcome. Latency covers fresh answers only; boundary replies are the assistant declining to answer beyond its records. Provider budget today: 0/500.

Active issues

• 48 verified campaign sites have crawl errors

  warn

  The site link remains visible, but no extracted claim is published unless its evidence passes human review.

• 59 candidates have no current FEC campaign website

  warn

  These verified candidacies remain visible, but campaign-site claims stay unavailable unless a current principal or authorized committee reports a website.

• 335 of 535 members have finance data older than 14 days (63% backlog)

  warn

  The FEC crawl processes members stalest-first within a per-run budget, so one run is not expected to cover the roster. Watch this number across runs: a backlog that stops shrinking means runs are not keeping pace — check the run's budget-limited stop line and the FEC rate-limit cooldowns. A crawl that stops running entirely trips the finance_committees staleness crit instead.

• 2 official member sites have biography crawl errors

  warn

  No biography fact is published or supplied to Ask unless its official-site quote passes human review.

• House Clerk ingest paused

  warn

  House PTR ingest resumed July 27, 2026 and parses new filings daily. Four oversized filings (three Khanna, one McCaul — thousands of transactions each) exceed the vision parser's 16,000-token output cap and fail every run, so this source reports failed while everything else parses. Kept out of the crit gate until oversized filings are chunked or triaged; all parsed trades are published.