Topic
MULTI-AGENT
Multi-agent systems - when to add a second agent, handoff patterns, and practical orchestration.
13 resources - 10 posts, 3 tools
Blog Posts
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Coordinating an Agent Fleet for a Day: The Operating Model That Actually Held
We rebuilt and replatformed this site in a day by running a fleet of AI agents in parallel. Here is the honest operating model - the ownership rules, the verification gate on every handoff, and the failure modes we hit, with the guardrail each one produced.
10 min read
Orchestrating a Fleet of Agents with Fable 5
Fable 5 changes multi-agent orchestration because the orchestrator can now hold the whole project in one head. Here is the manager-model pattern: a 1M-context frontier model leading, delegating scoped work to cheaper workers, and verifying results.
8 min read
OpenAI Codex in 7 Minutes: The Desktop App, Plan Modes, and Multi-Agent Workflows
A companion guide to the OpenAI Codex video: a tour of the Codex desktop app, its plan and goal modes, plugins, multi-agent workflows, and UI annotation. Here is what the video shows and where to go deeper.
6 min read
Claude Managed Agents: Dreaming, Outcomes, and Multi-Agent Orchestration Explained
Anthropic added three new primitives to Claude Managed Agents in spring 2026 - dreaming, outcomes, and multi-agent orchestration. Here is how each one works and when to use them together.
8 min read
Parallel Coding Agents Need Merge Discipline
Parallel agents can move faster than one agent, but only when tasks have clean ownership, review receipts, and a merge path that does not turn speed into cleanup work.
7 min read
OpenAI AgentKit in Production: An Honest Builder's Review
AgentKit gives you Agent Builder, Connector Registry, and ChatKit. I rebuilt my newsletter-research agent on it. Here is where the visual canvas wins and where I bailed back to code.
11 min read
7 AI Agent Orchestration Patterns Every Developer Should Know
From single-agent baselines to multi-level hierarchies, these are the seven patterns for wiring AI agents together in production. Each with a decision rule, an implementation sketch, and the tradeoffs that actually matter.
10 min read
Building Multi-Agent Workflows in Claude Code: A Practical Tutorial
How to use Claude Code's Task tool, custom sub-agents, and worktrees to run parallel development workflows. Real prompt examples, agent configurations, and workflow patterns from daily use.
11 min read
How to Coordinate Multiple AI Agents: The Definitive Guide for 2026
Production-tested patterns for orchestrating AI agent teams - from fan-out parallelism to hierarchical delegation. Covers CrewAI, LangGraph, AutoGen, OpenAI Agents SDK, Google ADK, and custom approaches with real code.
14 min read
Multi-Agent Systems: How to Orchestrate Multiple AI Agents in TypeScript
From swarms to pipelines - here are the patterns for coordinating multiple AI agents in TypeScript applications.
6 min read
Related Tools
All tools →OpenAI Agents SDK
Lightweight Python framework for multi-agent systems. Agent handoffs, tool use, guardrails, tracing. Successor to the experimental Swarm project.
AI FrameworksCrewAI
Multi-agent orchestration framework. Define agents with roles, goals, and tools, then assign them tasks in a crew. Python-based. Great for complex workflows.
AI FrameworksAgency Swarm
Multi-agent orchestration framework built on the OpenAI Agents SDK. Define agent roles, typed tools, and directional communication flows. Production-focused, open-source.
AI FrameworksKeep exploring
More on Multi-Agent
- - OpenAI Agents SDK - recommended Multi-Agent tool from the Developers Digest directory
- - Tools Directory - dive deeper across the Developers Digest knowledge base
- - All Multi-Agent articles in the blog archive
- - Developers Digest on YouTube - video tutorials covering Multi-Agent and more
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