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Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: multi-agent
LangGraph Catalog and Invoice Agents with LangSmith Visibility
Supervisor-style multi-agent routing, human interrupts, long-term memory, and evaluation loops that keep complexity honest.
4721 wordsRead articleLangGraph research agent with LlamaIndex retrieval and HITL coding
Format-aware chunking, structured intent routing, parallel specialist retrievers, and interrupt-gated CLI coding turn papers into executable experiments safely.
839 wordsRead articleBreak multi-intent human messages into LangGraph subtask plans
Lead supervisors should parse packed human requests into typed subtasks so request and search teams stop inheriting the wrong topic from a shared megaphone message.
1158 wordsRead articleMulti-agent systems in 2026: ReAct, supervisors, swarms, LangGraph, and Strands
A field guide to multi-agent control-flow patterns—sequential, parallel, hub-and-spoke, graph, event-driven, critic, and human-in-the-loop—and how frameworks like LangGraph and Strands fit.
2001 wordsRead article
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