We don't build "pages."
We build a Universal Rendering Machine.

Most signal platforms fail because they treat every new integration as a new UI project. That doesn't scale. We solve this with a Strict Template Registry driven by Typed Evidence Contracts.

The Paradigm Shift

ANTI-PATTERN

The "Page Factory"

Manual Coding: Engineers must write new React code for every new signal type (Infra, Security, Talent).
Slow Velocity: "New Data Source" = "New Deployment". This kills agility.
Brittle Logic: Business rules leak into the View Layer, making audits impossible.

ARCHITECTURE

The "Rendering Engine"

Zero-Code Expansion: New signals are just new JSON payloads. The UI adapts automatically.
Contract-Driven: A "Pain Signal" always adheres to a strict schema. No surprises.
Auditable Evidence: Since the UI is pure function(data), we can replay any past signal exactly as it appeared.

Core Concepts

1. The Orchestrator

An event-driven backend (OTP-style agents) that mines GitHub/Social for raw facts. It does not output text; it outputs primitives.

2. The "Fuel" (JSON)

A standardized, versioned JSON payload. It acts as the Typed Evidence Contract between the backend and the frontend.

3. The "Machine" (UI)

A single React component that acts as a Template Registry. It receives the "Fuel" and hydrates the correct layout instantly.

The Contract (Evidence)

payload.json

{
  "signal_id": "sig_8923",
  "type": "INFRASTRUCTURE_PAIN",
  "confidence": 0.98,
  "evidence": [
    {
      "primitive": "LOG_ERROR",
      "source": "terraform-provider-aws",
      "content": "Error refreshing state: s3_bucket_object..."
    }
  ],
  "inference": {
    "intent": "HIGH_URGENCY",
    "buyer_persona": "DevOps Lead",
    "recommended_playbook": "cloud_security_audit"
  }
}

This payload is immutable. It serves as a forensic record of why we flagged this lead.

See the Machine in Action

Now that you understand the architecture, explore the live inference engine. Watch how the same component adapts to Infra, Data, and Pain signals instantly.

Enter Stack Inference Engine

We don't build "pages." We build a Universal Rendering Machine.