Multi-agent walkthrough: from messy problem to shipped agent
A realistic end-to-end build of a multi-agent system on Claude — scoping, tools, orchestration, evals, and a careful rollout, decision by decision.
8 min read
Archive page 1165 of 1230
AI Voice Agent Insights & Guides
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
11,066 articlesArchive page 1165
From the blog
Latest articles
Multi-agent risk management: containing agent blast radius
Realistic multi-agent failure modes and the Claude-specific controls — scoped tools, budgets, human-in-the-loop — that contain agent blast radius.
8 min read
Skills your team needs to ship multi-agent Claude systems
The concrete skills, roles, and hiring shifts engineering teams need to ship reliable multi-agent systems with Claude in 2026.
8 min read
Scaling Multi-Agent Systems Across an Organization
Take multi-agent Claude systems from one team to many without chaos — shared platforms, reusable patterns, governance at scale, and avoiding sprawl.
8 min read
When to Use Multi-Agent Systems — and When Not To
An honest look at multi-agent Claude systems vs a single agent, a workflow, or plain code — with a decision framework engineers can actually apply.
7 min read
Governance for Multi-Agent Systems: Guardrails First
The trust and safety guardrails leadership needs before scaling multi-agent Claude systems — permissions, audit trails, kill switches, and HITL gates.
7 min read
Multi-Agent Adoption: Team Habits That Make It Stick
How engineering teams adopt multi-agent Claude systems for real — norms, review habits, and change management that turn a demo into daily practice.
8 min read
The Real ROI of Multi-Agent Systems with Claude
Where multi-agent Claude systems actually save time and money — token economics, parallelism, model routing, and the cost model leaders need.
8 min read
Migrating a Workflow to a Claude Multi-Agent System
A safe, incremental playbook for moving an existing workflow onto a Claude multi-agent system with shadow mode, canary rollout, and fallback.
7 min read
Subscribe to our newsletter
Get notified when we publish new articles on AI voice agents, automation, and industry insights. No spam, unsubscribe anytime.
Ready to see AI voice agents in action?
Try our live demo -- no signup required. Talk to an AI voice agent right now.