# DEB-378: Refresh Insights and Escalation Lifecycle

> **Jira:** [DEB-378](https://divami.atlassian.net/browse/DEB-378)  
> **Source Report:** [20260315.md](../../reports/jira/20260315.md)

- **Status:** Start
- **Assignee:** Rajashekar Gummadidala
- **Priority:** Medium
- **Created:** 2026-03-13T16:11:08.088+0530
- **Updated:** 2026-03-13T16:23:56.559+0530

**Description:**

Receive refresh ping
Prevent duplicate refresh runs (Idempotency)
Incremental data pull logic
Update self DB and indexes
Derive insights
Publish refresh insights to RT agent along with Evidence
Publish refresh alerts to RT agent along with Evidence

**Architecture Diagram:**

```mermaid
sequenceDiagram
    participant Sched as Refresh Scheduler
    participant DSA as Data Source Agent
    participant DS as Data Source / API
    participant DB as Agent DB & Indexes
    participant RT as RT Decision Agent

    Sched->>DSA: Refresh Ping (scheduled trigger)
    DSA->>DSA: Idempotency check (prevent duplicate runs)
    DSA->>DS: Incremental data pull
    DS-->>DSA: New/changed data
    DSA->>DB: Update self DB and indexes
    DB-->>DSA: Updated
    DSA->>DSA: Derive insights from new data
    DSA->>RT: Publish Refresh Insights + Evidence
    DSA->>RT: Publish Refresh Alerts + Evidence
    RT->>RT: Dispatch to User Aware Distribution Engine
```