Partition Key Advisor Agent

What Partition Key Advisor Agent does

A partition key advisor agent is an AI agent specialized in partition key advisor. It does not answer from memory alone. It schedule stages, enforce gates, and route failures, stores observations, verifies completeness, and delivers orchestration runbook with explicit gaps when tools fail.

The agent receives a partition key advisor task, plans tool calls (workflow-engine, queue, scheduler, monitor), executes schedule stages, enforce gates, and route failures, keeps working notes, verifies the draft, and publishes orchestration runbook. If downstream stage exceeded sla and blocked the dag, it trigger compensating action and notify operators. This page simulates that observable loop — not private chain-of-thought.

Workflow

Each step maps to a node in the lab above. Scroll up to play and watch the packets travel.

1. 01

   Input

   Receive task

   Accept the partition key advisor request and output constraints.

   Data preview

   In

   Run partition key advisor for Q3: produce orchestration runbook with audit trail.

   Out

   Normalized objective: produce orchestration runbook.

2. 02

   Plan

   Plan the run

   Choose tool order for Schedule stages, enforce gates, and route failures.