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Play 05

IT Ticket Resolution

Medium🔧 Skeleton

Auto-classify, route, and resolve IT tickets with event-driven AI.

Incoming tickets hit Service Bus, Logic Apps triggers classification via GPT-4o-mini (cheaper, fast enough for triage), the agent routes to the right team or auto-resolves known issues. ServiceNow MCP connector syncs state. Event-driven architecture means it scales to zero when idle.

Architecture Pattern

Event-driven async automation, ITSM integration

Azure Services

Logic AppsAzure OpenAI (gpt-4o-mini)App Service (B1)Service Bus

DevKit (.github Agentic OS)

  • agent.md — IT support persona
  • instructions.md — routing rules
  • mcp/index.js — ticket classification, routing
  • plugins/ — ServiceNow connector, classification engine

TuneKit (AI Config)

  • config/openai.json — gpt-4o-mini for cost efficiency
  • config/agents.json — routing rules, confidence thresholds
  • config/guardrails.json — escalation criteria
  • evaluation/test-set.jsonl — 50 ticket samples

Tuning Parameters

Classification promptsRouting rulesConfidence thresholdsEscalation criteria

Estimated Cost

Dev/Test

$50–150/mo

Production

$800–2K/mo