Multi-Agent Systems

41 summarised stories about Multi-Agent Systems, each linking back to the original source. Browse all topics →

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Monday, 6 July 2026

Rebuilding Cognition's Agentic MapReduce

Matt Rickard 3 months ago 22

A developer reverse-engineered Cognition's Security Swarm architecture to create a generalized Agentic MapReduce system that coordinates multiple AI agents across large codebases using git branches and commits as the communication primitive. Testing on 13 security audit repositories with 3 iterations each cost $26.70 per run on average, with 6 of 13 finding target vulnerabilities and 5 others surfacing confirmed CVEs. The approach enables fault tolerance, auditability, and scalability for distributed agent tasks without task-specific infrastructure, though the developer is building Corigin as a specialized git platform for agents since GitHub wasn't designed for machine-generated branch management.

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AI Security Code Generation Multi-Agent Systems

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TLDRocket 15 October 2026

Meta used today’s open-weight model drop to make a point: “frontier” doesn’t have to stay in the datacenter. Muse Spark Open ships as an 816B multimodal model with a 1 million–token context window, paired with Muse Code for coding and agent-style workflows—and it comes with strings. The license is free for use and fine-tuning, but it adds revenue-linked conditions (including advance notice above $20 million) and asks developers to display “Built with Muse Spark Open.” Running locally is a hardware project in itself: Meta says you need about 1TB of RAM. Still, the rollout is broad—Meta is making it available via multiple API platforms for desktop-focused tasks, and now through Amazon SageMaker JumpStart for deploy-to-your-own-AWS-account use, including BF16 and a 4-bit NVFP4 variant.

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Multi-Agent Systems

Key players

Monday, 6 July 2026

Rebuilding Cognition's Agentic MapReduce

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