Tagged "multi-agent-systems"
10 articles tagged multi-agent-systems, 29 March 2026 to 27 July 2026. Newest first.
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OPPO Launches Xiaobu Next Beta, Debuts On-Device Multi-Agent System on Smartphones
OPPO has released a beta version of Xiaobu Next, an on-device multi-agent AI system that runs directly on smartphones without cloud connectivity. This represents a significant milestone in bringing advanced LLM capabilities to consumer mobile hardware.
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Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines
Towards Data Science published research on KV snapshot sharing optimization that enables efficient multi-agent LLM pipelines by reusing computed key-value caches across multiple agents. This technique significantly reduces compute requirements for local deployment scenarios.
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Daintree: A Delegation Environment for Orchestrating AI Coding Agents
Daintree is an open-source framework designed to manage and orchestrate AI coding agents in a structured delegation environment. It enables complex task decomposition and agent coordination for local deployments.
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Show HN: A Karpathy-Style LLM Wiki Your Agents Maintain
A project enabling local LLM agents to collaboratively build and maintain knowledge bases using Markdown and Git, inspired by Karpathy's approach to AI-assisted knowledge management.
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ChatMCP – Connect your AI browser chats to your coding agents
ChatMCP enables seamless integration between browser-based AI interactions and local coding agents through the Model Context Protocol. This tool bridges the gap between interactive AI sessions and autonomous agent workflows for developers running models locally.
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N8n, Dify, and Ollama Emerge as Leading Self-Hosted AI Automation Stack
The combination of Ollama for inference, Dify for LLM orchestration, and N8n for workflow automation is proving to be an exceptionally capable open-source stack for self-hosted AI applications.
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Run AutoGEN with Ollama and LiteLLM in Simple Steps
A practical guide demonstrates how to integrate AutoGEN multi-agent systems with Ollama and LiteLLM for local LLM-powered agent frameworks. This tutorial bridges agent orchestration with local inference infrastructure.
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Show HN: Memsearch – Persistent, Cross-Agent, Cross-Session Memory for AI Agents
Memsearch is a new open-source tool enabling persistent memory management across multiple AI agent sessions and instances. This addresses a critical challenge for long-running local LLM deployments that need to maintain context and state across distributed inference workloads.
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Claude Code Source Leaked: Community Extracts Multi-Agent Orchestration Framework
Claude Code's source code was exposed via npm source maps, revealing 500K+ lines of TypeScript. Community developers have already extracted the multi-agent orchestration architecture and released it as an open-source framework compatible with any LLM, democratising advanced agentic capabilities for local deployment.
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Scion: Running Concurrent LLM Agents with Isolated Identities and Workspaces
Google Cloud Platform releases Scion, a framework for running multiple LLM agents concurrently with isolated identities and workspaces, enabling better control and scalability for local and distributed LLM deployments.