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langgraph
2 posts tagged langgraph from Building Agentic AI. Practical writing on agentic AI.
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- Jul 05 2026
LangGraph for Voice AI Agents: Strengths, Limits, and Production Risks
LangGraph is the stateful control-flow brain for a voice agent, not the real-time media layer. Where it fits, where it breaks, and how to compose it for production voice.
· Enterprise · 15 min read
- Jun 06 2026
When to Use an Agent Framework vs Build It Yourself (LangGraph, CrewAI, and More)
The honest answer is not "always" or "never." Build the raw loop yourself until you hit a specific named pain, then adopt a framework to solve that pain, not on principle. A decision diagram, a map of the frameworks worth knowing (LangGraph, CrewAI, AG2, LlamaIndex, OpenAI Agents SDK, Pydantic AI, plus the AWS, Microsoft, and Google platforms) and what each is good at, and the signals that tell you which side of the line you are on.
· Beginner · 12 min read