Multi-Agent Articles
Browse 597 articles about Multi-Agent.
Perplexity Computer vs OpenClaw: Which AI Agent Platform Should You Use?
Compare Perplexity Computer and OpenClaw across setup complexity, integrations, security, cost, and use cases to find the right agent platform.
What Is Perplexity Computer? The Hosted AI Agent Alternative to OpenClaw
Perplexity Computer is a fully hosted AI agent with pre-built connectors, skills, and multi-model support. Learn how it compares to self-hosted agents.
NVIDIA Nemotron 3 Ultra: 550B Parameters, 5x Faster, 30% Cheaper for Agents
NVIDIA's Nemotron 3 Ultra is a 550B open-weight model built for agentic tasks. It beats trillion-parameter models on agent benchmarks at a fraction of the cost.
Three Futures for AI: Plateau, Human-Guided Acceleration, or Recursive Self-Improvement
Anthropic's RSI report outlines three possible AI futures. Understanding which scenario we're in determines how you should build your AI workflows today.
Claude Opus 4.8 vs GPT 5.5: Which Model Wins for Long-Running Agentic Tasks?
Claude Opus 4.8 and GPT 5.5 take different approaches to agentic work. Compare harness quality, reasoning consistency, and real-world task performance.
What Is NVIDIA Nemotron 3 Ultra? The 550B Open-Weight Model Built for Agents
NVIDIA Nemotron 3 Ultra is a 550B parameter open-weight model optimized for agentic tasks. Learn how it compares to frontier models and how to access it.
NVIDIA Nemotron 3 Ultra vs Claude Opus 4.8: Which Open Model Wins for Agents?
Compare NVIDIA Nemotron 3 Ultra and Claude Opus 4.8 on agent benchmarks, speed, cost, and tool-calling to find the right model for your agentic workflows.
What Is Claude Opus 4.8? Anthropic's Incremental Model Update Explained
Claude Opus 4.8 brings improved agentic task performance and a new /workflows command. Here's what changed, what didn't, and when to use it.
How to Use Claude Code Agent Teams for Multi-Perspective Brainstorming
Claude Code agent teams let multiple AI personas debate and reach consensus. Here's how to enable the feature and use it for strategy and analysis.
What Is the /workflows Command in Claude Code? Dynamic Multi-Agent Workflows Explained
The /workflows command in Claude Code lets you compose multi-agent workflows dynamically with full transparency. Here's how it works and when to use it.
Claude Opus 4.8 vs GPT 5.5 in Real Agentic Workflows: Which Model Wins?
Claude Opus 4.8 and GPT 5.5 take different approaches to agentic work. Here's how they compare on speed, harness quality, and real task completion.
What Is the Dark Factory Approach to AI Agent Pipelines? How to Remove Human Bottlenecks
A dark factory AI pipeline uses agents for PR reviews, merge conflicts, and monitoring so humans move from in-the-loop to over-the-loop oversight.
How to Mix Claude and Gemini in One AI Coding Workflow for Better Results
Use Claude Opus for planning and Gemini 3.5 Flash for UI design in a single multi-provider workflow. Here's the architecture and how to implement it.
How to Use AI Agents to Build and Test LLM Benchmarks: Lessons from Claude Opus 4.8
Claude Opus 4.8 built an entire economic simulation benchmark autonomously. Learn how to use AI agents to design and run your own LLM evals.
Anthropic Dynamic Workflows: What Everyone Gets Wrong About When to Use Them
Dynamic workflows burn tokens fast. Learn exactly when to use them vs sub-agents or /goal, and how to avoid costly mistakes in Claude Code.
What Is Claude Opus 4.8 Ultra Code Mode? Dynamic Workflows vs /goal Explained
Claude Opus 4.8 Ultra Code mode activates dynamic workflows for parallel sub-agents. Learn when to use it vs /goal for agentic tasks.
Shared vs Private AI Agent Memory: How to Design Access Control for Teams
Learn how to structure shared and private memory in a team AI agent system using Notion, GitHub, and PostgreSQL row-level security.
What Is NVIDIA Vera? The CPU Built for AI Agents and Agentic Workloads
NVIDIA Vera is the first CPU designed for AI agents, not humans. Learn how its architecture accelerates agentic sandbox performance by 1.88x.
What Is RTX Spark? NVIDIA and Microsoft's AI-First PC Chip Explained
RTX Spark is NVIDIA's new chip that fuses a Blackwell GPU and Grace CPU to run AI agents locally. Learn what it means for AI builders.
Claude Code Dynamic Workflows vs /goal vs Agent Teams: A Decision Framework
Dynamic workflows, /goal, and agent teams solve different problems. Here's a clear decision framework for choosing the right pattern for your task.