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Internal AI Agent Workflows

Classification, Drafting & Reliability Patterns

Overview

Reusable AI agent patterns for classification, drafting, escalation, and reliability. Includes LLM-driven classification with confidence thresholds, retry and validation strategies, and comprehensive observability.

Key Capabilities

  • LLM-driven classification with confidence thresholds
  • Escalation and fallback logic
  • Citation tracking and audit logs
  • Token usage and cost monitoring
  • Retry and validation strategies

AI Concepts

AI Reliability EngineeringWorkflow OrchestrationGuardrails & Observability

Tech Stack

PythonFastAPILLM APIsRedisPostgreSQL