Multi-Agent Articles
Browse 584 articles about Multi-Agent.
What Is Sub-Quadratic Sparse Attention? How SubQ's SSA Architecture Changes Long-Context AI
SubQ's sub-quadratic sparse attention reduces compute by 1,000x at 12M tokens, enabling agents to process entire codebases and document sets in one shot.
AI Agent Harness Maintenance: Why Your Wrapper Breaks When the Model Gets Better
Agents break when models improve, not just when they fail. Learn the four principles of harness maintenance that keep AI workflows reliable over time.
Cross-Vendor AI Agent Review: Why Claude Should Review Codex's Code and Vice Versa
Using different AI models to review each other's work reduces internal bias and catches more bugs. Learn how to set up cross-vendor review in your workflows.
What Is a Knowledge Graph for AI Agents? How Relationship Mapping Beats Wiki Links
Knowledge graphs store typed relationships between entities, not just backlinks. Learn when they outperform LLM wikis for AI agent memory and retrieval.
What Is Loop Engineering? The New Meta for Autonomous AI Agent Workflows
Loop engineering uses /loop, /goal, and /routines to run AI agents continuously without manual prompting. Here's what it is and when to use it.
What Is the OmniAgent Meta Harness? How to Orchestrate Claude, Codex, and Local Models Together
OmniAgent is Databricks' open-source meta harness that runs Claude, Codex, and local models under one roof with shared sessions and cross-vendor review.
How to Use OmniAgent to Orchestrate Claude and Codex in One Workflow
Learn how to use OmniAgent's Polly orchestrator to delegate implementation to Claude and code review to Codex in a single automated pipeline.
What Is OmniAgent? The Open-Source Meta Harness for AI Agent Orchestration
OmniAgent is Databricks' open-source meta harness that lets you run Claude, Codex, and custom agents under one roof with shared sessions and policies.
How to Build a Model-Agnostic AI Agent Stack That Survives Platform Disruptions
When Claude Fable 5 went offline overnight, workflows broke. Here's how to build portable AI agent systems that survive model bans and outages.
What Is a Meta Harness for AI Agents? How OmniAgent Orchestrates Claude, Codex, and More
A meta harness sits above individual AI coding agents to orchestrate them together. Learn how OmniAgent unifies Claude Code, Codex, and Pi in one session.
How to Build an AI Workflow That Survives Government Model Bans
The Claude Fable 5 shutdown showed how fragile single-model workflows are. Here's how to build portable, model-agnostic AI systems that keep running.
What Is OpenRouter Fusion? The Multi-Model API That Matches Claude Fable 5 at Half the Cost
OpenRouter Fusion fans prompts across multiple models, synthesizes results, and achieves near-Fable 5 performance at half the price. Here's how it works.
How to Build an AI Workflow That Survives Model Access Disruptions
When Claude Fable 5 went offline overnight, many workflows broke. Here's how to build portable, resilient AI agent stacks that survive sudden model bans.
How to Use Claude Code Ultra Code Mode for Deep Research and Complex Tasks
Ultra Code spawns parallel sub-agents using fan-out, adversarial verification, and tournament patterns. Learn when to use it and how to control token costs.
How to Build a Skill System in Claude Code: Chaining Skills Into Autonomous Pipelines
Skill systems chain multiple Claude Code skills so the output of one becomes the input of the next. Learn how to build modular, reusable skill pipelines.
How to Use Claude Fable 5 for Long-Running Agentic Tasks: Real-World Results
Claude Fable 5 excels at autonomous long-horizon tasks. See real coding demos, security audits, and multi-agent workflows that show what it can do.
How to Build an AI Film Production Workflow with Claude Code and MCP
Learn how to use Claude Code as a production office for AI filmmaking—story breakdowns, character references, scene generation, and asset tracking via MCP.
Claude Fable 5 for Long-Running Agentic Coding: Real-World Results
Claude Fable 5 excels at complex, multi-hour coding tasks. See real benchmarks, Stripe's 50M-line migration case, and when it's worth the 2x cost.
How to Use Claude Fable 5 Dynamic Workflows for Parallel Sub-Agent Execution
Claude Fable 5 paired with dynamic workflows can spawn hundreds of parallel sub-agents. Learn how to use this combination for massive agentic coding tasks.
How to Deploy AI Agents to Google Cloud Using the Google Agent CLI
Google's Agent CLI lets you scaffold, evaluate, and deploy AI agents to GCP in minutes using Claude Code. Learn the full workflow from idea to production.