Open source software for machine learning production monitoring : maintain control over production models, detect bias, explain your results.

🚀 Build AI Agent Teams as Production-Ready APIs. Orchestrate CrewAI agents with FastAPI for enterprise-grade AI services. Leverage Groq's lightning-fast LLMs to deploy collaborative AI workflows at scale.

40x faster AI inference: ONNX to TensorRT optimization with FP16/INT8 quantization, multi-GPU support, and deployment

Next-gen enterprise multi-agent AI framework for autonomous agent swarms with code-level control, military-grade efficiency, and hybrid intelligence.

Production-Ready AI Systems • Enterprise Architecture • Azure & Beyond

Production-ready Agentic AI Data Pipeline built with LangGraph for cleaning and segmentation. Bridging the gap between RAG and Deterministic AI Architecture for Enterprise Data Engineering.

Central hub for Enterprise AI Architecture: 55+ production-ready repos, consulting toolkits, Azure solutions & Three-Layer AI Framework

Professional AI consultancy toolkit with case studies, templates, and reference implementations

Enterprise AI Agent Orchestration for Java/Spring Boot. Sequential, parallel & conversational flows with Apache Camel integration.

Production-ready enterprise AI framework with three-layer architecture: UX Automation → Data Intelligence → Strategic Intelligence

RFC analysis agent with empirical validation. Compares custom API tools vs WebSearch-only. Real-world testing proved custom tools produce superior structured output. Model-agnostic MCP server works with Claude, GPT-4, DeepSeek, Gemini.

Visual dashboard to evaluate multi-agent & RAG-based AI apps. Compare models on accuracy, latency, token usage, and trust metrics - powered by NVIDIA AgentIQ

🔍 Complete LangSmith Tutorial: Master AI Observability & Debugging | Learn to trace, monitor, and evaluate LLM applications with hands-on examples from simple chains to complex RAG pipelines and Agents

ProductionML.{org,com} website

Local AI workbench for embeddings, summarization, and OpenAI Agent SDK–compatible workflows. Supports Gemma models, GPT-OSS tool-calling, hardware acceleration, caching, and rate limiting, plus cloud-offloaded, persona-driven summarization through Gemini.

📊 Observe and route LLM apps with Brokle, your open-source solution for production-grade AI observability and transparent infrastructure management.