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Tagged: multi-agent-systems
Why Not Every AI Task Deserves the Biggest Model: Resource-Aware Design
Why routing, specialist models and deterministic logic can beat sending everything to one large model, with research on cost and a fraud-detection case study.
11 min readLangGraph Multi-Agent Systems: Supervisors, Subgraphs and Send
LangGraph multi-agent systems from one overloaded agent to many: supervisor routing, fan-out and fan-in, subgraphs, Send map-reduce and a research assistant.
22 min readKnowledge Graph Roots of Agentic AI: FIPA, the Semantic Web and LLM Agents
Agentic AI repeats ideas from 2006: FIPA protocols, ontologies and knowledge graph directories. What came back in LLM agents, what failed, what to keep.
16 min readTwo Leads, Nine Projects: A Claude Code Multi-Agent Setup in Practice
How one developer reportedly runs lead agents, tech leads and scoped ICs in Claude Code, where the design breaks, and which parts a solo developer should copy.
12 min readFrom Hard-Coded Agent Routing to Registry-Driven Execution
From hard-coded agent routing to registry-driven execution: move capability knowledge out of the LLM prompt into a registry that agents query at runtime.
11 min readPractical notes: A field guide to multi-agent architectures
Operable walkthrough of Practical notes: A field guide to multi-agent architectures: contracts, checks, and drop-in code slots for teams shipping this pattern.
14 min readMulti-Agent Orchestration: Building and Observing Multi-Agent
Multi-agent orchestration with LangGraph and LangSmith: how the orchestrator routes work to agents, the setup, and a reproducible example you can trace.
7 min readAgentic AI with LangChain — Part 7: Building Multi-Agent
Part 7 of agentic AI with LangChain: multi-agent systems in LangGraph, how agents split work, hand off state and get coordinated by a supervisor node.
13 min readPractical notes: From Pattern to Pipeline: Implementing the Agentic Cortex with
Operable walkthrough of Practical notes: From Pattern to Pipeline: Implementing the Agentic Cortex with: contracts, checks, and drop-in code slots for teams shipping this pattern.
12 min read
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