Debugging Claude Agents: Loops, Wrong Tools, Bad Args
Diagnose and fix the three failure modes in Claude Managed Agents — loops, wrong tools, and hallucinated arguments — with transcript-driven debugging.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
Diagnose and fix the three failure modes in Claude Managed Agents — loops, wrong tools, and hallucinated arguments — with transcript-driven debugging.
What to put in a Claude agent's context and what to leave out: the inclusion decision, retrieval over inclusion, durable state, lean handoffs.
Connect MCP servers to Claude agents safely: server-side auth, tight schemas, typed errors, and idempotent writes that survive retries.
Code-level patterns for Claude agents: role contracts, guarded tools, context slices, structured results, and rubric-as-data verifiers.
A hands-on walkthrough: build a Claude Managed Agent with subagents, tools, success criteria, budgets, and idempotent writes.
How Claude Managed Agents work end to end: the orchestration loop, subagent isolation, durable state, verification, and budgets explained.
Consent rules for recording calls in 40+ countries: one-party vs two-party, storage limits and penalties. Updated 2026, with a quick-reference table.
Old leads often go untouched because reps prioritize fresh demand. Learn how AI chat and voice agents reactivate dormant opportunities at scale.
The first 60 seconds of every hotel call determine the guest experience. AI voice agents handle greeting, identification, intent detection, and routing instantly.
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