#langgraph
5 posts tagged with "langgraph".
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Framework Showdown: LangGraph vs CrewAI vs Google ADK vs Managed Agents
• 7 min readFour agent frameworks, four different bets. The honest comparison — what each gets right, where each leaks, and the decision tree for picking one (or composing several).
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LangGraph Patterns: Cycles, Branches, and Human-in-the-Loop
• 9 min readThe three control-flow patterns that turn a toy LangGraph agent into a production system — bounded cycles, parallel fan-out/merge branches, and interrupt-resume human approval gates.
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Choosing an Agent Framework in 2026: A Decision Tree
• 9 min readSix serious frameworks, four orchestration styles, and one tired question I keep getting asked. Here's the decision tree I actually use.
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LangGraph Deep Dive: State Machines for Multi-Step Agent Workflows
• 8 min readLangGraph turns the agent loop into an explicit state graph — nodes, edges, reducers, checkpointers. The mental model, the type system, and the patterns that make it production-grade.
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Anatomy of an AI Agent: From Prompt Loops to Production Systems
• 9 min readWhat actually goes inside a production AI agent — the reasoning loop, the tool layer, memory, control flow, and the surface where models meet your business systems.