Blog
Insights on AI orchestration, agent frameworks, memory systems, and the evolving LLM ecosystem.
2025
The State of AI Agent Frameworks in 2025
A comprehensive look at CrewAI, AutoGen, LangGraph, and other orchestration frameworks shaping AI agent development.
Welcome to the DuraGraph Blog
Introducing the DuraGraph blog - your source for insights on AI orchestration, agent frameworks, and the evolving LLM ecosystem.
2025 AI Infrastructure Year in Review: What Worked, What Didn't
From agent framework wars to memory breakthroughs, we look back at the year that transformed AI infrastructure—and preview what's coming in 2026.
Inference at Scale: vLLM, SGLang, and the Next Generation of LLM Serving
The inference layer has become the performance bottleneck. Here's how vLLM, SGLang, and TGI are pushing the boundaries of what's possible.
Multi-Agent Orchestration Patterns for Production
Beyond the demos: practical patterns for coordinating multiple AI agents that actually work in production environments.
The LLM Gateway Wars: Choosing Your AI Traffic Controller
LLM gateways have become critical infrastructure. We compare LiteLLM, Portkey, Kong, and Bifrost on performance, features, and production readiness.
Observability-Driven AI Development: Building Reliable Agent Systems
You can't improve what you can't measure. Here's how leading teams are using observability to debug, optimize, and trust their AI agents in production.
Microsoft's Agent Framework: What the AutoGen Merger Means for Enterprise AI
Microsoft is consolidating AutoGen and Semantic Kernel into a unified Agent Framework. Here's what enterprise teams need to know—and what it signals for the industry.
Memory-Augmented Agents: From Research to Production
Long-term memory is transforming AI agents from stateless responders to context-aware collaborators. Here's what's working in production.
The Rise of Durable AI Workflows: Why Temporal Patterns Matter
As AI agents move from demos to production, the industry is discovering a hard truth: reliability requires more than retry logic. Enter durable execution.