Firehoses

CISA Known Exploited Vulnerabilities

sf.core.cyber.cisa.known_exploited_vulnerabilities

Signal Fabric firehose.

FIRST EPSS Vulnerability Scores

sf.core.cyber.first.epss_scores

Signal Fabric firehose.

GitHub Security Events

sf.core.cyber.github.security_events

GitHub cyber source_code_platform_security firehose.

GitHub Security Events

sf.tenant.github.security_events

GitHub cyber source_code_platform_security firehose.

Ransomware.live — Recent Victims

sf.core.cyber.ransomwarelive.recent_victims

Signal Fabric firehose.

Api Fiscaldata Treasury Accounting Od Rates Of Exchange

sf.core.finance.api.fiscaldata.treasury.gov.services

Signal Fabric firehose.

Binance BTCUSDT Public Trade Stream

sf.core.finance.crypto.binance.btcusdt.trade

Signal Fabric firehose.

Binance ETH/USDT Public Trade Stream

sf.core.finance.crypto.binance.ethusdt.trade

Signal Fabric firehose.

Binance ETH/USDT Recent Trades

sf.core.finance.crypto.binance.ethusdt.trades

Crypto market firehose: use for crypto/finance price movement only; not as generic operational-risk evidence.

CBOE Skew Index Daily History

sf.core.finance.cboe.skew

Signal Fabric firehose.

CBOE Skew Index Live Intraday Quote

sf.core.finance.cboe.skew.intraday

Signal Fabric firehose.

CBOE VIX 3-Month Index Daily History

sf.core.finance.cboe.vix3m

Signal Fabric firehose.

CBOE VIX 3-Month Live Intraday Quote

sf.core.finance.cboe.vix3m.intraday

Signal Fabric firehose.

CBOE VIX 9-Day Index Daily History

sf.core.finance.cboe.vix9d

Signal Fabric firehose.

CBOE VIX 9-Day Live Intraday Quote

sf.core.finance.cboe.vix9d.intraday

Signal Fabric firehose.

CBOE VIX Index Close (via FRED VIXCLS)

sf.core.finance.fred.vixcls

Signal Fabric firehose.

CBOE VIX Index Daily History

sf.core.finance.cboe.vix

Signal Fabric firehose.

CBOE VIX Live Intraday Quote

sf.core.finance.cboe.vix.intraday

Signal Fabric firehose.

CBOE VIX Monthly Average (Options Volatility Predictor, VIXCLS)

sf.core.finance.fred.vixcls.monthly

Signal Fabric firehose.

CBOE VVIX Index Daily History

sf.core.finance.cboe.vvix

Signal Fabric firehose.

CBOE VVIX Live Intraday Quote

sf.core.finance.cboe.vvix.intraday

Signal Fabric firehose.

CFTC Legacy COT E-mini S&P 500 (Noncommercial / Large Speculator Positioning)

sf.core.finance.cftc.cot_es_noncommercial

Signal Fabric firehose.

Cloud GPU Price Catalog

sf.core.ai.gpu_cloud.price_catalog

CoreWeave ai_market_economics gpu_cloud_price_catalog firehose.

Coinbase Bitcoin Price Monthly Average (Crypto Volume Predictor, CBBTCUSD)

sf.core.finance.fred.cbbtcusd.monthly

Signal Fabric firehose.

Coinbase Ethereum Price Monthly Average (Crypto Volume Predictor, CBETHUSD)

sf.core.finance.fred.cbethusd.monthly

Signal Fabric firehose.

Context Window and Output Premium Catalog

sf.core.ai.context_window.output_premium_catalog

OpenRouter ai_market_economics context_window_output_premium_catalog firehose.

Dow Jones Industrial Average (^DJI) Index Level Daily (Yahoo Finance)

sf.custom.finance.yahoo.dji.index_level

Use as a primary crypto price firehose when asset, quote, and venue match the thesis. Treat USDT as USD-like only when clearly labeled.

ECB Euro Area 10Y Government Benchmark Bond Yield

sf.core.sovereign.ecb.fm_m_u2_eur_4f_bb_u2_10y_yld.eu

Signal Fabric firehose.

ECB Euro Area AAA Yield Curve 10Y Spot Rate Daily

sf.core.sovereign.ecb.yc_b_u2_eur_4f_g_n_a_sv_c_ym_sr_10y.eu

Signal Fabric firehose.

ECB Euro Area AAA Yield Curve 5Y Spot Rate Daily

sf.core.sovereign.ecb.yc_b_u2_eur_4f_g_n_a_sv_c_ym_sr_5y.eu

Signal Fabric firehose.

ECB Euro Foreign Exchange Reference Rates

sf.core.finance.ecb.fx_rate

European Central Bank euro foreign-exchange reference rates normalized from the ECB Data Portal SDMX REST API.

ECB Real Euro Area 10Y Government Benchmark Bond Yield Average

sf.core.sovereign.ecb.fm_m_u2_eur_4f_bb_r_u2_10y_ylda.eu

Signal Fabric firehose.

EIA Crude Oil Spot Prices

sf.core.energy.eia.crude_oil_spot_prices

U.S. Energy Information Administration energy_market_context eia_crude_oil_spot_prices firehose.

ERCOT System Wide Prices

sf.core.energy.ercot.dashboard.system_wide_prices

Signal Fabric firehose.

FEC openFEC Schedule A Contributions

sf.core.public_governance.fec.openfec.schedule_a_contributions

FEC openFEC public_governance campaign_finance_contribution_flow firehose.

FEC openFEC Schedule A Contributions

sf.custom.public_context.fec_openfec_api_data_gov.rest.context

FEC openFEC public_governance campaign_finance_contribution_flow firehose.

Federal Reserve Reserve Balances (H.3, WRESBAL)

sf.core.finance.fred.wresbal

Signal Fabric firehose.

Federal Reserve Total Assets (H.4.1 Balance Sheet, WALCL)

sf.core.finance.fred.walcl

Signal Fabric firehose.

Ford Motor (F) Intraday Price + Prev Close (Yahoo Finance)

sf.custom.finance.yahoo.f.intraday_price

Use as a primary crypto price firehose when asset, quote, and venue match the thesis. Treat USDT as USD-like only when clearly labeled.

Ford Motor (F) Stock Price Daily (Yahoo Finance)

sf.custom.finance.yahoo.f.equity_price

Use as a primary crypto price firehose when asset, quote, and venue match the thesis. Treat USDT as USD-like only when clearly labeled.

Frontier API Price Catalog

sf.core.ai.frontier_api.price_catalog

OpenRouter ai_market_economics frontier_api_price_catalog firehose.

Hosted Inference Price Catalog

sf.core.ai.hosted_inference.price_catalog

OpenRouter ai_market_economics hosted_inference_price_catalog firehose.

ICE BofA US Corporate Index Option-Adjusted Spread (BAMLC0A0CM)

sf.core.finance.fred.baml_ig_oas

Signal Fabric firehose.

ICE BofA US High Yield Index Option-Adjusted Spread (BAMLH0A0HYM2)

sf.core.finance.fred.baml_hy_oas

Signal Fabric firehose.

Inference Throughput Normalizer

sf.core.ai.inference_throughput.normalizer

Signal Fabric ai_market_economics inference_throughput_normalizer firehose.

Kalshi Public Market Prices

sf.core.prediction_market.kalshi.market_price

Signal Fabric firehose.

MSTR Stock Price Daily (Yahoo Finance)

sf.custom.finance.yahoo.mstr.equity_price

Use as a primary crypto price firehose when asset, quote, and venue match the thesis. Treat USDT as USD-like only when clearly labeled.

NASDAQ Composite Monthly Average (Retail/Tech-Heavy Equity Predictor, NASDAQCOM)

sf.core.finance.fred.nasdaqcom.monthly

Signal Fabric firehose.

NY Fed EFFR Daily Rate

sf.core.finance.nyfed.effr

Signal Fabric firehose.

NY Fed SOFR Daily Rate

sf.core.finance.nyfed.sofr

Signal Fabric firehose.

OECD G20 National CPI YoY

sf.core.economics.oecd.g20_consumer_price_inflation

Signal Fabric firehose.

OECD Monthly Unemployment Rates

sf.core.economics.oecd.monthly_unemployment_rates

Signal Fabric firehose.

OpenRouter Model Pricing Catalog

sf.core.ai.openrouter.model_pricing_catalog

OpenRouter ai_market_economics model_pricing_catalog firehose.

PeeringDB Internet Exchanges

sf.core.internet.peeringdb.ix

Signal Fabric firehose.

Provider Reliability and Availability Premium

sf.core.ai.provider_reliability.availability_premium

Lambda ai_market_economics provider_reliability_availability_premium firehose.

S&P 500 Index Level (SP500, SPX proxy)

sf.core.finance.fred.sp500

Signal Fabric firehose.

S&P 500 Live Intraday Quote

sf.core.finance.cboe.spx.intraday

Signal Fabric firehose.

S&P 500 Monthly Average (Equity Volume Predictor, SP500)

sf.core.finance.fred.sp500.monthly

Signal Fabric firehose.

SEC EDGAR MSTR Company Submission

sf.custom.finance.sec.edgar.mstr_company_submission

Use as a primary crypto price firehose when asset, quote, and venue match the thesis. Treat USDT as USD-like only when clearly labeled.

Signal Fabric Token Cost Index History

sf.core.ai.token_cost.index_history

Signal Fabric ai_market_economics token_cost_index_history firehose.

Sovereign Worldbank Indicator

sf.sovereign.worldbank.indicator

World Bank country-level development and sovereign context indicators normalized from the no-key Indicators API.

Tesla (TSLA) Intraday Price + Prev Close (Yahoo Finance)

sf.custom.finance.yahoo.tsla.intraday_price

Use as a primary crypto price firehose when asset, quote, and venue match the thesis. Treat USDT as USD-like only when clearly labeled.

U.S. Rates Curve

sf.core.finance.us.rates.curve

U.S. Treasury FiscalData finance us_interest_rate_curve firehose.

US CPI-U Seasonally Adjusted (CPIAUCSL)

sf.core.finance.fred.cpiaucsl

Signal Fabric firehose.

US Nonfarm Payrolls (PAYEMS)

sf.core.finance.fred.payems

Signal Fabric firehose.

US Treasury 10-Year Constant Maturity Rate (FRED DGS10)

sf.core.finance.fred.dgs10

Signal Fabric firehose.

US Treasury Exchange Rates

sf.core.finance.treasury.exchange_rates

Signal Fabric firehose.

USD/JPY Exchange Rate (H.10, DEXJPUS)

sf.core.finance.fred.dexjpus

Signal Fabric firehose.

World Bank EU GDP Growth Annual Percent

sf.core.sovereign.worldbank.ny_gdp_mktp_kd_zg.eu

Signal Fabric firehose.

World Bank EU Government Expense Percent GDP

sf.core.sovereign.worldbank.gc_xpn_totl_gd_zs.eu

Signal Fabric firehose.

World Bank EU Government Revenue Excluding Grants Percent GDP

sf.core.sovereign.worldbank.gc_rev_xgrt_gd_zs.eu

Signal Fabric firehose.

World Bank EU Inflation Consumer Prices Annual Percent

sf.core.sovereign.worldbank.fp_cpi_totl_zg.eu

Signal Fabric firehose.

BART Service Advisories (BSA)

sf.core.public_context.bart_api.context

Signal Fabric firehose.

Carbon Intensity Scotland Current Regional Mix

sf.core.energy.gb.carbon_intensity.scotland_current

Signal Fabric firehose.

CDC NNDSS Weekly Data - Cyclosporiasis (Regional Snapshot)

sf.core.public_context.cdc.rest.public_health.regional_snapshot

Signal Fabric firehose.

CDC NNDSS Weekly Data - Cyclosporiasis (US National Trend)

sf.core.public_context.cdc.rest.public_health.national_trend

Signal Fabric firehose.

CDC NNDSS Weekly Data - Cyclosporiasis (weekly case counts)

sf.core.public_context.cdc.rest.public_health

Signal Fabric firehose.

EIA Petroleum Inventory And Supply Context

sf.core.energy.eia.petroleum_inventory

U.S. Energy Information Administration energy_supply_context eia_petroleum_inventory firehose.

Elexon BMRS Scotland B6 Indicated Generation

sf.core.energy.gb.elexon.indgen.scotland_b6

Signal Fabric firehose.

Elexon BMRS Scotland B6 Transmission System Demand Forecast

sf.core.energy.gb.elexon.tsdf.scotland_b6

Signal Fabric firehose.

EPA AirNow Air Quality Observations

sf.core.public_context.epa.airnow.air_quality.observation

EPA AirNow environmental_health air_quality_observation firehose.

ERCOT Forecasted Demand

sf.core.energy.ercot.dashboard.forecasted_demand

Signal Fabric firehose.

ERCOT Supply And Demand

sf.core.energy.ercot.dashboard.supply_demand

Signal Fabric firehose.

FOIA.gov Annual Agency Reports

sf.core.gov.foia.annual_report

FOIA.gov public_governance foia_request_volume firehose.

GDELT DOC 2.0 Article Context

sf.core.media.gdelt.doc.article_context

Rate-limited GDELT DOC article context across governed topics. For country-level cyber media anomaly work, filter indicator_category=cyberattack_media_context, aggregate article counts by country and complete time bucket, and preserve article lineage. risk_score_total is relevance context, not tone.

Google Trends Query Interest

sf.core.public_interest.google_trends.query_interest

Google Trends API public_interest search_interest firehose.

NESO SCOTEX Day-Ahead Boundary Flow And Limit

sf.core.energy.gb.neso.scotex.day_ahead_boundary_flow

Signal Fabric firehose.

Open-Meteo U.S. Air Quality Hourly

sf.core.digital_twin.open_meteo.us_air_quality_hourly

Signal Fabric firehose.

Cloudflare Radar Metrics

sf.core.internet.cloudflare.radar.metrics

Cloudflare Radar internet_operations cloudflare_radar_http_metrics firehose.

PeeringDB Networks

sf.core.internet.peeringdb.net

Signal Fabric firehose.

RIPE RIS Live BGP Updates

sf.core.internet.ripe.ris_live.bgp_update

Signal Fabric firehose.

RIPEstat Announced Prefixes

sf.core.internet.ripe.stat.announced_prefixes

Signal Fabric firehose.

Biomed NCBI Pubmed Article

sf.biomed.ncbi.pubmed.article

NCBI PubMed article metadata normalized from E-utilities without API keys, using conservative no-key request pacing.

CDC FluView Clinical-Lab Influenza Percent Positive

sf.core.health.cdc.fluview.clinical_lab_positivity

CDC_FLUVIEW public_health influenza_clinical_surveillance firehose.

CDC FluView ILINet Regional ILI Activity

sf.core.health.cdc.fluview.ilinet_regional

CDC_FLUVIEW public_health influenza_clinical_surveillance firehose.

CDC NWSS Avian Influenza A(H5) Concentration

sf.core.health.cdc.nwss.h5_concentration

CDC_NWSS public_health wastewater_surveillance firehose.

CDC NWSS Influenza A Concentration

sf.core.health.cdc.nwss.influenza_a_concentration

CDC_NWSS public_health wastewater_surveillance firehose.

CDC NWSS RSV Concentration

sf.core.health.cdc.nwss.rsv_concentration

CDC_NWSS public_health wastewater_surveillance firehose.

CDC NWSS SARS-CoV-2 Concentration

sf.core.health.cdc.nwss.sarscov2_concentration

CDC_NWSS public_health wastewater_surveillance firehose.

CDC NWSS Viral Activity Level

sf.core.health.cdc.nwss.viral_activity_level

CDC_NWSS public_health wastewater_surveillance firehose.

GenSpectrum LAPIS SARS-CoV-2 Clinical Lineage Prevalence

sf.core.health.genspectrum.lapis.sarscov2_lineage_prevalence

GENSPECTRUM_LAPIS public_health genomic_surveillance firehose.

Google Trends HIV Query Interest

sf.core.public_health.google_trends.hiv_queries

Google Trends API public_health hiv_search_interest firehose.

Google Trends HIV Query Interest

sf.custom.public_context.google_trends.hiv_queries

Google Trends API public_health hiv_search_interest firehose.

NCBI PubMed Geo/Variant Literature Signal

sf.biomed.ncbi.pubmed.geo_variant_signal

NCBI_PUBMED biomed scientific_literature firehose.

UNAIDS AIDSinfo 2025 Estimates — South Africa

sf.custom.public_health.unaids.estimates_zaf

Use as authoritative South Africa HIV baseline/program-response context. Do not use as same-week early-warning evidence without higher-frequency lead indicators.

UNAIDS AIDSinfo 2025 GAM Response — South Africa

sf.custom.public_health.unaids.gam_zaf

Use as authoritative South Africa HIV baseline/program-response context. Do not use as same-week early-warning evidence without higher-frequency lead indicators.

USDA APHIS HPAI Mammal Detections

sf.core.animal_health.usda.aphis.hpai_mammal_detection

USDA_APHIS animal_health avian_influenza_surveillance firehose.

USDA APHIS HPAI Wild Bird Detections

sf.core.animal_health.usda.aphis.hpai_wild_bird_detection

USDA_APHIS animal_health avian_influenza_surveillance firehose.

USGS WHISPers Wildlife Health Events

sf.core.animal_health.usgs.whispers.wildlife_health_event

USGS_WHISPERS animal_health wildlife_health_event_surveillance firehose.

Wastewater Variant Genomic Surveillance

sf.core.health.wastewater.variant_genomic_surveillance

WastewaterSCAN public_health wastewater_variant_sequencing firehose.

WHO GHO — ART Coverage Among PLHIV, South Africa

sf.custom.public_health.who_gho.hiv_art_coverage_zaf

Use as official WHO GHO national HIV surveillance evidence. National baseline only unless joined with separate provincial source integration evidence.

WHO GHO — New HIV Infections per 1,000, South Africa

sf.custom.public_health.who_gho.hiv_incidence_rate_zaf

Use as official WHO GHO national HIV surveillance evidence. National baseline only unless joined with separate provincial source integration evidence.

WHO GHO — New HIV Infections, South Africa

sf.custom.public_health.who_gho.hiv_new_infections_zaf

Use as official WHO GHO national HIV surveillance evidence. National baseline only unless joined with separate provincial source integration evidence.

WHO GHO — People Living With HIV, South Africa

sf.custom.public_health.who_gho.hiv_plhiv_zaf

Use as official WHO GHO national HIV surveillance evidence. National baseline only unless joined with separate provincial source integration evidence.

World Bank Global ART Coverage

sf.core.health.worldbank.hiv_art_coverage

Signal Fabric firehose.

World Bank Global HIV Prevalence

sf.core.health.worldbank.hiv_prevalence

Signal Fabric firehose.

CORE Physics CERN Opendata Record

sf.core.physics.cern.opendata.record

CERN Open Data catalog records normalized as discoverable scientific telemetry metadata.

Physics CERN CMS Collision Replay

sf.physics.cern.cms.collision_replay

CERN_OPEN_DATA physics high_energy_physics firehose.

ADSB.lol Live Aircraft States - MENA

sf.core.aviation.adsb_lol.middle_east_aircraft_state

Signal Fabric firehose.

ADSB.lol Live Aircraft States - Western Europe

sf.core.aviation.adsb_lol.western_europe_aircraft_state

Signal Fabric firehose.

AISStream Vessel Position Feed

sf.core.logistics.aisstream.vessel_position

Signal Fabric firehose.

AISStream Vessel Position Feed

sf.custom.logistics.aisstream.vessel_position

Use when semantic tags, supported intents, and recommended fields match the thesis.

Aviation Weather Center Airport Status

sf.core.aviation.noaa.awc.airport_status

Signal Fabric firehose.

FAA NASSTATUS Disruption Runtime

sf.core.aviation.faa.nasstatus.disruption

Signal Fabric firehose.

UDOT WZDx Work Zone / Road Closure Feed

sf.core.transport.wzdx.udot.work_zone

Signal Fabric firehose.

Climate NOAA NCEI Observation

sf.climate.noaa.ncei.observation

NOAA NCEI Daily Summaries observations normalized from the no-token Access Data Service.

Copernicus ERA5 Monthly 2m Temperature

sf.core.climate.copernicus.era5.monthly_2m_temperature

Copernicus Climate Data Store / ECMWF ERA5 climate_observation gridded_reanalysis_temperature firehose.

DEFRA Environment Agency Real-Time Flood Monitoring

sf.core.environment.defra.flood_monitoring.flood

Signal Fabric firehose.

Earth NOAA NWS Alert

sf.earth.noaa.nws.alert

NOAA weather alert stream for operational context.

Earth USGS Earthquake Event

sf.earth.usgs.earthquake.event

Near-real-time earthquake observations normalized from the USGS GeoJSON earthquake feed.

Emergency FEMA Disaster Declaration

sf.emergency.fema.disaster_declaration

OpenFEMA official disaster declarations normalized as emergency and resilience context observations.

NASA EONET Natural Events

sf.core.earth.nasa.eonet.event

Open NASA EONET natural events including wildfires, volcanoes, severe storms, floods, dust events, landslides, and ice events.

NOAA CO-OPS San Francisco Bay Water Level

sf.core.digital_twin.noaa_coops.sf_bay_water_level

Signal Fabric firehose.

NOAA GHCN Daily x METAR Temperature Baseline

sf.core.climate.noaa.ghcn_metar.temperature_baseline

NOAA NCEI + NOAA Aviation Weather Center climate_observation temperature_baseline_observation firehose.

NOAA NWS Active Alerts

sf.core.earth.noaa.nws.alert

Signal Fabric firehose.

NOAA NWS Active Alerts

sf.core.weather.noaa.nws.alert

Signal Fabric firehose.

NOAA NWS Active Red Flag Warnings - California

sf.core.weather.noaa.nws.red_flag_warning

Signal Fabric firehose.

NWS Surface Weather Observations (PSPS Fire-Weather)

sf.core.weather.noaa.nws.surface_observation

Signal Fabric firehose.

Ocean NOAA Coops Water Level

sf.ocean.noaa.coops.water_level

NOAA CO-OPS coastal water level observations normalized from the Tides and Currents Data API.

Open-Meteo Houston Hourly Forecast

sf.core.weather.open_meteo.houston_hourly_forecast

Signal Fabric firehose.

Open-Meteo Weather Forecast Anomalies

sf.core.public_context.open_meteo.context

Signal Fabric firehose.

Space NOAA GOES XRAY FLUX

sf.space.noaa.goes.xray_flux

NOAA SWPC GOES X-ray flux observations normalized as solar flare and radio-blackout context telemetry.

Space NOAA SWPC KP Index

sf.space.noaa.swpc.kp_index

NOAA SWPC planetary K-index observations normalized from the SWPC JSON data service.

Space NOAA SWPC Solar WIND

sf.space.noaa.swpc.solar_wind

NOAA SWPC real-time solar wind plasma and magnetic-field observations normalized from SWPC JSON data products.

USGS Earthquake Events - Past Hour

sf.core.earth.usgs.earthquake.event

Signal Fabric firehose.

USGS Water Instantaneous Values

sf.core.water.usgs.instantaneous_value

USGS Water Services instantaneous values for streamflow, gage height, and water temperature normalized as near-real-time hydrology observations.

Network Observability - Citadel 100001 Probe Main

observability:network:Citadel-100001-Probe-Main

AOT collector network observability alias for Citadel probe.

Network Observability - Probelab Replay 4sics BIG

observability:network:probelab-replay-4sics-big

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay Enterprise BIG

observability:network:probelab-replay-enterprise-big

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay Enterprise IT Smallflows

observability:network:probelab-replay-enterprise-it-smallflows

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay IOT Protocol MQTT

observability:network:probelab-replay-iot-protocol-mqtt

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay OT Building Bacnet

observability:network:probelab-replay-ot-building-bacnet

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay OT HMI IFIX Server

observability:network:probelab-replay-ot-hmi-ifix-server

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay OT ICS 4sics DAY2

observability:network:probelab-replay-ot-ics-4sics-day2

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay OT Protocol Iec104

observability:network:probelab-replay-ot-protocol-iec104

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay OT Protocol Opcua

observability:network:probelab-replay-ot-protocol-opcua

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Network Observability - Probelab Replay WEB Security

observability:network:probelab-replay-web-security

Tenant network observability alias over the AOT collector for non-cyber theses: asset connectivity, partner communication, route/flow visibility, traffic volume, web/application visit detection, and geo exposure analysis.

Azure Event Hub Entra Logs

sf.tenant.azure.eventhub.entra_event_hub

AZURE_EVENT_HUB enterprise_observability cloud_event_stream firehose.

Kalshi US Senate Market Prices (WSS)

sf.custom.public_context.kalshi.wss.context

User/LLM supplied candidate source. Signal Fabric will still apply runtime safety defaults.

sf.custom.public.source.public_http.context

sf.custom.public.source.public_http.context

Use sf.custom.public.source.public_http.context when the thesis requires public context evidence.

Subsea Down Cable Telemetry

sf.custom.public_context.subseadown.com.telemetry

Use sf.custom.public_context.subseadown.com.telemetry when the thesis requires public context evidence.

Thingz Digital Twin Push Ingest

sf.tenant.thingz.digital_twin.push_ingest

Thingz.ai operational_technology digital_twin_reference_json firehose.

Citadel-100001-Probe-Main

aot:collector:Citadel-100001-Probe-Main

AOT collector network observability alias for Citadel probe.

probelab-replay-4sics-big

aot:collector:probelab-replay-4sics-big

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-enterprise-big

aot:collector:probelab-replay-enterprise-big

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-enterprise-it-smallflows

aot:collector:probelab-replay-enterprise-it-smallflows

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-iot-protocol-mqtt

aot:collector:probelab-replay-iot-protocol-mqtt

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-ot-building-bacnet

aot:collector:probelab-replay-ot-building-bacnet

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-ot-hmi-ifix-server

aot:collector:probelab-replay-ot-hmi-ifix-server

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-ot-ics-4sics-day2

aot:collector:probelab-replay-ot-ics-4sics-day2

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-ot-protocol-iec104

aot:collector:probelab-replay-ot-protocol-iec104

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-ot-protocol-opcua

aot:collector:probelab-replay-ot-protocol-opcua

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-web-security

aot:collector:probelab-replay-web-security

AOT collector firehose: use only for cybersecurity, NDR, network telemetry, and cyber operational-risk theses.

probelab-replay-4sics-big

aot:investigator:probelab-replay-4sics-big

AOT investigator firehose: use only for cybersecurity investigation, triage, NDR, and SOC outcome theses.

probelab-replay-enterprise-big

aot:investigator:probelab-replay-enterprise-big

AOT investigator firehose: use only for cybersecurity investigation, triage, NDR, and SOC outcome theses.

probelab-replay-enterprise-it-smallflows

aot:investigator:probelab-replay-enterprise-it-smallflows

AOT investigator firehose: use only for cybersecurity investigation, triage, NDR, and SOC outcome theses.

probelab-replay-ot-building-bacnet

aot:investigator:probelab-replay-ot-building-bacnet

AOT investigator firehose: use only for cybersecurity investigation, triage, NDR, and SOC outcome theses.

probelab-replay-ot-ics-4sics-day2

aot:investigator:probelab-replay-ot-ics-4sics-day2

AOT investigator firehose: use only for cybersecurity investigation, triage, NDR, and SOC outcome theses.