Testing & Evals for Claude Multi-Agent Systems
Build an eval loop with golden datasets, LLM-as-judge scoring, and CI gates to measure quality and ship Claude multi-agent changes safely.
7 min read
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From the blog
Latest articles
Security Hardening for Claude Multi-Agent Systems (Building Multi Agent Systems)
Sandboxing, least privilege, secret handling, and prompt-injection defense for Claude multi-agent systems that call real tools.
7 min read
Cutting Token Cost in Claude Multi-Agent Systems (Building Multi Agent Systems)
Use prompt caching, batching, and model routing to keep Claude multi-agent runs cheap and fast without sacrificing output quality.
7 min read
Debugging Claude Multi-Agent Systems: Loops & Bad Tool Calls
Catch infinite loops, wrong tool calls, and hallucinated arguments in Claude multi-agent systems with the right tracing and guardrails.
8 min read
Prompt & Context Design for Claude Multi-Agent Systems
What to put in a Claude agent's context and what to leave out — a practical guide to prompt and context design for reliable multi-agent systems.
7 min read
Wiring MCP Servers into Claude Agents: A Practical Guide
Wire MCP servers into Claude multi-agent systems the right way: scoped auth, tight schemas, actionable errors, and idempotency that survives retries.
7 min read
Multi-Agent Code Patterns for Claude: Prompts & Context
Reusable patterns for multi-agent systems on Claude: role-scoped prompts, return contracts, tool schemas, context budgeting, and clean state passing.
7 min read
Build a Multi-Agent System with Claude: Full Walkthrough
Step-by-step guide to building a working multi-agent system with Claude — decomposition, subagent dispatch, return contracts, validation, and synthesis.
7 min read
Multi-Agent Architecture with Claude: How It Fits Together
How multi-agent systems fit together on Claude: orchestrators, isolated subagent contexts, message passing, and where the token cost actually goes.
8 min read
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