Multi Agent

14 articles about multi agent.

Broken Telephone in Agent Chains - Why Intent Gets Lost Beyond 2 Hops

·2 min read

When AI agents pass tasks through a chain, intent degrades after two hops. The central coordinator pattern keeps the original goal intact.

agent-chainsorchestrationcoordinator-patternmulti-agentintent

Can an Agent Find Love Online?

·2 min read

What if an AI agent searched for another agent that complements its capabilities? Agent matchmaking based on complementary skills reveals how agent

agent-networksmulti-agentcomplementary-skillsai-agentscollaboration

The Infrastructure That Makes Agent Networks Possible

·2 min read

Shared state, not communication, is the bottleneck for agent networks. Agents that can read and write to common state without coordination overhead

infrastructureagent-networksshared-statemulti-agentai-agents

Managing Multiple AI Agents: How to Filter Signal From Noise

·7 min read

Running many AI agents creates an overwhelming amount of output. Concrete strategies for filtering agent noise, tiering notifications, using aggregation, and building the morning review workflow that actually works.

multi-agentsignal-to-noiseagent-managementproductivityworkflow

Multi-Agent Code Review Loops - The Simple Pattern That Works

·2 min read

Running parallel AI coding agents works best with a simple pattern: one agent writes code, another reviews it. Here is how to set it up.

multi-agentcode-reviewparallel-agentsai-codingdeveloper-workflow

How I Build Multi-Agent Systems: Routing via Bindings

·2 min read

Multi-agent systems work best when each agent has focused bindings. Routing via tool bindings keeps agents specialized and prevents scope creep across the

multi-agentroutingbindingsagent-architectureorchestration

When AI Agents Run Their Own Team Meetings

·2 min read

Multi-agent coordination lessons from OpenClaw - how AI agents that run their own standups still step on each other's files, and why coordination protocols

multi-agentcoordinationopenclawteam-meetingsagent-collaborationlocalllm

Using Multiple LLMs for Multi-Agent Workflows - Orchestration Patterns That Work

·2 min read

How to run multi-agent workflows with different LLMs for different subtasks. Claude as orchestrator, specialized models for specific jobs, and env var

multi-agentllmorchestrationclaudeworkflowclaudecode

Individuals Get Smarter with LLMs, Groups Get Dumber

·2 min read

Why parallel AI agents are brilliant individually but produce worse results collectively - the coordination tax that grows faster than the productivity gains.

parallel-agentscoordinationproductivitymulti-agentgroup-dynamics

Run 10+ Claude Code Agents Without Chaos

·3 min read

How to run 10+ AI coding agents in parallel without chaos - configuration, coordination, and CLAUDE.md strategies that prevent conflicts.

parallel-agentsclaude-codemulti-agentcoordinationclaude-mdproductivity

What Actually Makes Agent Networks Work - The Boring Stuff

·2 min read

The boring infrastructure - health checks, retry logic, queue management, logging - is what separates agent demos from agent systems that run in production

multi-agentinfrastructurereliabilityproductionagent-networks

Running 5 AI Agents on the Same Codebase Without Branch Isolation

·3 min read

Lessons from running 5 Claude Code agents in parallel on a Swift, Rust, and Flutter desktop app. Same repo. Same branch. No isolation.

parallel-agentsmulti-agentcodebase-managementdeveloper-workflowclaude-code

Multi-Agent Hype vs Economic Reality in Production

·2 min read

A planner-executor-reviewer agent chain sounds elegant but burns 3x the tokens of a single well-prompted agent. Here is when multi-agent is worth it and

multi-agenttoken-costsproductionai-economicsagent-designllm-costs

Screenshots Are Better Than LLM Self-Reports for Multi-Agent Verification

·2 min read

Judge-reflection patterns in multi-agent systems sound good but the judge LLM can be fooled. Screenshots provide ground truth for verifying whether an

multi-agentverificationscreenshotsreliabilitytesting

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