Global signal map
Plot every flow with usable geo coordinates. Color by risk_severity, scale by pair_ip_cumulative_bytes, and pulse on tip_hit. A live planet of your traffic.
Every idea below is shippable in a weekend against the sandbox endpoint. Each card lists the schema fields you actually need.
Plot every flow with usable geo coordinates. Color by risk_severity, scale by pair_ip_cumulative_bytes, and pulse on tip_hit. A live planet of your traffic.
Group records by tls_ja4_fingerprint. Surface fingerprints with low ja4T historical match but high tip_ja4_risk_score_bp this hour.
Two-pane console for analysts. Click a TIP-hit destination, send an allowlist message back over the same WebSocket, listen for the allowlist.result ack.
Filter on threat_indicator_exfiltration. Rank by destination_ip_cumulative_bytes growth rate. Auto-collapse to one row per pair.
Build a Sankey from source_asn_org to destination_asn_org weighted by pair_ip_cumulative_bytes. Discover third-party dependencies you didn't know you had.
Track tls_certificate_issuer_dn per asset. Alert when an asset starts presenting a new issuer outside its baseline.
Stream domains with ffT === 1. Cluster by tip_domain_registered. Render a domain-age histogram per cluster.
Roll up the last 60 minutes by risk_severity, organization, and probe_name. Post to Slack on cron, deep-link back to the live console.
Stream is_anomaly_positive into a feature store. Train per-asset baselines. Re-emit derived scores back to your own dashboard.
The best community projects land on the showcase page with attribution and a link to your repo.