# Explore Agent Data Framework Architecture Flowchart

> Published on ADIN (https://adin.chat/s/agent-data-framework-architecture-flowchart-hf8v)
> Type: Diagram
> Date: 2026-05-15
> Description: Interactive visualization detailing data connectors for NOAA, USGS, and energy grids

Mermaid diagram:
graph TD
    A1["NOAA / NWS"] --> C1["Weather Connector"]
    A2["USGS Seismic + Gauges"] --> C2["Geological Connector"]
    A3["CAISO / ERCOT / PJM"] --> C3["Energy Grid Connector"]
    A4["WeatherXM DePIN"] --> C1
    A5["Marine Traffic AIS"] --> C4["Maritime Connector"]
    A6["NASA FIRMS"] --> C5["Wildfire Connector"]
    A7["DIMO Telematics"] --> C6["Vehicle Connector"]
    A8["Commercial Providers"] --> C7["Bridge Connectors #40;paid#41;"]

    subgraph LAYER1 ["Layer 1: Source Connectors #40;normalized, stateless#41;"]
        C1
        C2
        C3
        C4
        C5
        C6
        C7
    end

    subgraph LAYER2 ["Layer 2: Context Engine #40;composition + intelligence#41;"]
        E1["Source Resolver<br>#40;decision_tag → connectors#41;"]
        E2["Confidence Scorer"]
        E3["Staleness Manager<br>#40;freshness_ttl cache#41;"]
        E4["Payment Orchestrator<br>#40;x402 + stablecoins + Stripe#41;"]
        E5["Attestation Tier Verifier"]
        E6["Decision Context Composer"]
        E1 --> E2
        E2 --> E3
        E3 --> E4
        E4 --> E5
        E5 --> E6
    end

    LAYER1 --> E1

    subgraph LAYER3 ["Layer 3: Agent SDK"]
        S1["context.get #40;pull#41;"]
        S2["context.subscribe #40;trigger/push#41;"]
        S3["context.forecast #40;horizon#41;"]
    end

    E6 --> LAYER3

    subgraph AGENTS ["Agent Builders"]
        AG1["Insurance<br>Underwriting Agent"]
        AG2["Energy Trading<br>Agent"]
        AG3["Supply Chain<br>Rerouting Agent"]
        AG4["Agricultural<br>Decision Agent"]
        AG5["Wildfire Risk<br>Agent"]
    end

    S1 --> AG1
    S2 --> AG1
    S2 --> AG5
    S1 --> AG2
    S1 --> AG3
    S3 --> AG4

    META["Decision Tag Graph<br>#40;self-improving from query patterns#41;"]
    AGENTS -->|"query telemetry"| META
    META -->|"improves resolution"| E1

    style LAYER1 fill:#1a2a3a,stroke:#4a9eff,color:#cce
    style LAYER2 fill:#1a3a2a,stroke:#4aff9e,color:#cec
    style LAYER3 fill:#3a1a2a,s