04 AI Platform

04. AI Platform & Agent Orchestration

Agent Framework & Registry (backend/services/agent_orchestrator/agent_framework.py)

• Defines BaseAgent interface and RequirementAnalyzerAgent (ai/agents/requirement_analyzer.py).
• Implements step-by-step reasoning: Analyze → Identify Entities → Compute Risk → Draft ASST Nodes.

Multi-Model LLM Gateway (backend/services/agent_orchestrator/llm_gateway.py)

• Routes tasks based on task capability matrices (ADR-0004):
  • reasoning → OpenAI gpt-4o
  • extraction → Anthropic claude-3-5-sonnet
  • summarization → Google Gemini gemini-1.5-pro
• Tracks token usage and estimates API costs.

Prompt Management (ai/orchestration/prompt-manager.py)

• Centralized Jinja2 template suite rendering prompts for document generation and impact analysis.