# BlueFly.io LLM Ecosystem Documentation # Generated: 2025-12-01T13:47:10.141811 # Total Pages: 533 ## Overview BlueFly.io is an enterprise AI agent platform built on open standards (OSSA - Open Standard for Software Agents). This documentation covers the entire ecosystem including: - **OSSA Specification**: Vendor-neutral standard for AI agents - **Core Platform**: LLM Platform, BuildKit CLI, API Registry - **Drupal Modules**: 20+ modules for AI agent integration with Drupal - **NPM Packages**: TypeScript/Node.js packages for agent development - **Infrastructure**: Kubernetes, observability, security ## Quick Start For AI assistants working with this codebase: 1. Start with: /master/home.html - Platform overview 2. Architecture: /master/architecture/system-overview.html 3. Getting Started: /master/getting-started.html 4. API Reference: /master/api-reference.html 5. Developer Guides: /master/developer-guides.html ## Project Structure ### CORE - BuildKit CLI: /buildkit/ - API Schema Registry: /api-registry/ - GitLab Components: /components/ - LLM Platform: /platform/ - Project Template: /template/ ### DRUPAL - AI Agentic Workflows: /drupal-ai-agentic-workflows/ - AI Agents Claude: /drupal-ai-agents-claude/ - AI Agents Client: /drupal-ai-agents-client/ - AI Agents CrewAI: /drupal-ai-agents-crewai/ - AI Agents Cursor: /drupal-ai-agents-cursor/ - AI Agents HuggingFace: /drupal-ai-agents-huggingface/ - AI Agents KAgent: /drupal-ai-agents-kagent/ - AI Agents Marketplace: /drupal-ai-agents-marketplace/ - AI Agent Orchestra: /drupal-ai-agents-orchestra/ - AI Agents OSSA: /drupal-ai-agents-ossa/ - AI Provider Apple: /drupal-ai-provider-apple/ - AI Provider LangChain: /drupal-ai-provider-langchain/ - Alternative Services: /drupal-alternative-services/ - API Normalizer: /drupal-api-normalizer/ - Charts AI Analytics: /drupal-charts-ai-analytics/ - Code Executor: /drupal-code-executor/ - DITA CCMS: /drupal-dita-ccms/ - Gov Compliance: /drupal-gov-compliance/ - LLM Base Module: /drupal-llm/ - MCP Registry: /drupal-mcp-registry/ - Recipe Onboarding: /drupal-recipe-onboarding/ - LLM Platform Recipe: /drupal-recipes-llm-platform/ - Secure Drupal Recipe: /drupal-recipes-secure-drupal/ - LLM Platform Manager Theme: /drupal-themes-llm-platform-manager/ ### MODELS - Agent Studio Model: /models-agent-studio/ - Civic Policy Model: /models-civicpolicy/ - Gov RFP Model: /models-gov-rfp/ - LLM Platform Model: /models-llm-platform/ ### NPM - Agent Brain (VectorDB): /npm-agent-brain/ - Agent Chat: /npm-agent-chat/ - Agent Docker: /npm-agent-docker/ - Agent Mesh: /npm-agent-mesh/ - Agent Protocol (MCP/OSSA): /npm-agent-protocol/ - Agent Router (LLM Gateway): /npm-agent-router/ - Agent Studio: /npm-agent-studio/ - Agent Tracer (Phoenix): /npm-agent-tracer/ - Agent Tailscale: /npm-agent-tailscale/ - Agentic Flows: /npm-agentic-flows/ - Compliance Engine: /npm-compliance-engine/ - Foundation Bridge (Apple): /npm-foundation-bridge/ - Kiro Supercharger: /npm-kiro-supercharger/ - RFP Automation: /npm-rfp-automation/ - Studio UI: /npm-studio-ui/ - Workflow Engine: /npm-workflow-engine/ ### OSSA - OSSA Specification: /ossa/ ## Key Concepts ### OSSA (Open Standard for Software Agents) Vendor-neutral specification for AI agents. All agents in this ecosystem are OSSA-compliant. ### Agent Types - **Worker Agents**: Execute specific tasks - **Orchestrator Agents**: Coordinate multiple workers - **Router Agents**: Route requests to appropriate agents ### Core Services - **Agent Router**: LLM gateway with provider abstraction - **Agent Mesh**: Coordination and communication layer - **Agent Tracer**: Observability and debugging (Phoenix-based) - **Agent Brain**: Vector database client for RAG ## File Index Below is a complete index of all documentation pages: - api-registry/ApiDog-Integration.html: Apidog Integration - api-registry/CHANGELOG.html: Changelog - api-registry/Contributing.html: Contributing - api-registry/Home.html: Home - api-registry/OpenAPI-Standards.html: Openapi Standards - api-registry/Quick-Start.html: Quick Start - api-registry/README.html: Readme - api-registry/Schema-Registry.html: Schema Registry - api-registry/_sidebar.html: Sidebar - api-registry/api.html: Api - api-registry/architecture.html: Architecture - api-registry/deployment.html: Deployment - api-registry/development.html: Development - api-registry/getting-started.html: Getting Started - api-registry/troubleshooting.html: Troubleshooting - components/CD-Consolidation-Plan.html: Cd Consolidation Plan - components/GitLab-Kubernetes-Agents-Setup.html: Gitlab Kubernetes Agents Setup - components/Milestone-Driven-Release-Workflow.html: Milestone Driven Release Workflow - components/gitlab_components:-AGENT-ORCHESTRATION-GUIDE.html: Gitlab Components: Agent Orchestration Guide - components/gitlab_components:-ARCHITECTURAL-COMPLIANCE-AUDIT.html: Gitlab Components: Architectural Compliance Audit - components/gitlab_components:-BRANCH-STRATEGY.html: Gitlab Components: Branch Strategy - components/gitlab_components:-CATALOG-FIX-GUIDE.html: Gitlab Components: Catalog Fix Guide - components/gitlab_components:-CI-AUDIT-AND-FIX-PLAN.html: Gitlab Components: Ci Audit And Fix Plan - components/gitlab_components:-CI-CD-USAGE-PATTERNS.html: Gitlab Components: Ci Cd Usage Patterns - components/gitlab_components:-CI-COMPONENT-FIX-SUMMARY.html: Gitlab Components: Ci Component Fix Summary - components/gitlab_components:-CI-FIXES-IMPLEMENTED.html: Gitlab Components: Ci Fixes Implemented - components/gitlab_components:-CI-WORKFLOW.html: Gitlab Components: Ci Workflow - components/gitlab_components:-CLAUDE.html: Gitlab Components: Claude - components/gitlab_components:-CLEANUP-PLAN.html: Gitlab Components: Cleanup Plan - components/gitlab_components:-COMPONENT-USAGE-GUIDE.html: Gitlab Components: Component Usage Guide - components/gitlab_components:-DIAGRAMS-NET-INTEGRATION.html: Gitlab Components: Diagrams Net Integration - components/gitlab_components:-DIRECTORY-STRUCTURE.html: Gitlab Components: Directory Structure - components/gitlab_components:-EMERGENCY-CI-FIX-SUMMARY.html: Gitlab Components: Emergency Ci Fix Summary - components/gitlab_components:-GIT-COMPREHENSIVE-AUDIT.html: Gitlab Components: Git Comprehensive Audit - components/gitlab_components:-GITLAB-CI-AUDIT-REPORT.html: Gitlab Components: Gitlab Ci Audit Report - components/gitlab_components:-GOLDEN-VSA-INTEGRATION-SUMMARY.html: Gitlab Components: Golden Vsa Integration Summary - components/gitlab_components:-GOLDEN-WORKFLOW-MIGRATION.html: Gitlab Components: Golden Workflow Migration - components/gitlab_components:-INDEX-copy.html: Gitlab Components: Index Copy - components/gitlab_components:-LEFTHOOK-USAGE.html: Gitlab Components: Lefthook Usage - components/gitlab_components:-MLFLOW-INTEGRATION-SUMMARY.html: Gitlab Components: Mlflow Integration Summary - components/gitlab_components:-MONITORING-INTEGRATION-GUIDE.html: Gitlab Components: Monitoring Integration Guide - components/gitlab_components:-MONITORING-SETUP.html: Gitlab Components: Monitoring Setup - components/gitlab_components:-PLAN-MODE-IMPLEMENTATION.html: Gitlab Components: Plan Mode Implementation - components/gitlab_components:-PROJECT-INDEX.html: Gitlab Components: Project Index - components/gitlab_components:-README-docs-pipeline.html: Gitlab Components: Readme Docs Pipeline - 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