Sgraal + Conway

Why it matters

Conway runs while you sleep. It persists across sessions, triggers via webhooks, and acts autonomously. Without preflight validation, stale or poisoned memories can drive irreversible actions with no human in the loop.

Integration pattern

Conway webhook trigger
    ↓
Retrieve memory from persistent store
    ↓
Sgraal preflight (POST /v1/preflight)
    ↓
USE_MEMORY → act    |    BLOCK → stop + alert

Code example

from sgraal import SgraalClient
import os

client = SgraalClient(os.environ["SGRAAL_API_KEY"])

def conway_webhook_handler(event):
    # Retrieve memory Conway is about to act on
    memory = event["memory_context"]

    result = client.preflight(
        memory_state=[{
            "id": "conway_mem",
            "content": memory,
            "type": "semantic",
            "timestamp_age_days": 0,
            "source_trust": 0.85,
            "source_conflict": 0.05,
            "downstream_count": 1
        }],
        domain="coding",
        action_type=event.get("action_type", "reversible")
    )

    if result["recommended_action"] == "BLOCK":
        return {"blocked": True, "reason": result.get("explainability_note")}

    # Safe to proceed
    return execute_action(event)

Key detection fields for Conway