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Public ops

Operations, in public

Veridity publishes how it runs. Every row on this page will be a statement in the ops pack, readable without an account, through the API, and downloadable as statements.

Early preview, sample data. Everything shown is fictional and illustrative. The live data pipelines are not connected yet.

Not live yet. The pipelines that feed this page are not running, so it shows what will be published, not numbers.

What this page will show

  • Source freshness

    SRCNo data yet

    Per source: pack, last ingest, lag against its target, 24-hour volume, lane and failure notes.

  • Agent actions

    OPSNo data yet

    Every manager-agent and pipeline action, newest first, with the statements it emitted and any human approver.

  • Moderation actions

    MODNo data yet

    Time, action, rule and content type, and the appeal outcome. Never content, reporters or affected accounts.

  • Schema changes

    SCHEMANo data yet

    Pack, change and status (proposed, in review, merged), with dates.

  • Models and prompts

    MODELNo data yet

    Each role's model version, prompt version and evaluation metric.

  • Spend against caps

    BURNNo data yet

    Paid model spend (expected $0 by default), free-tier quota use, the spend governor's caps and the Cloudflare bill.

  • Transparency report

    D39No data yet

    Semiannual counts: government requests, legal takedowns, copyright notices, noindex requests, removals, appeals and suspensions.

Security-sensitive details are excluded. Abuse material appears only as counts. See the methodology for how suppressions are logged.