Debugging Claude agents in finance: loops & bad tool calls
Catch infinite loops, wrong MCP tool calls, and hallucinated arguments in Claude financial agents — with traces, loop breakers, and strict argument validation.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
Catch infinite loops, wrong MCP tool calls, and hallucinated arguments in Claude financial agents — with traces, loop breakers, and strict argument validation.
What to put in a Claude financial agent's context, what to leave out, and why — minimal masked data, fenced untrusted input, and audit-ready prompts.
Wire tools and MCP servers into a Claude financial agent the right way — server-held auth, typed schemas, structured errors, and idempotent writes.
Reusable code-level patterns for Claude agents in finance — layered prompts, verb-shaped tools, cited-evidence context, and deterministic guardrails.
A concrete walkthrough for building a Claude agent that answers account questions and runs guarded transfers — tools, entitlements, idempotency, and audit.
How a production Claude agent for financial services fits together — ingress, policy gates, MCP tools, context assembly, memory, and the audit trail.
How Llama Guard 4 compares to OpenAI's Moderation API on accuracy, latency, and cost — for both open and closed model deployments. Practical context for teams in Seattle, WA.
How CAISI-era government testing changes enterprise AI compliance — what's required, what's optional, and where AI voice/chat fits in.
Sentiment is not a single number per call - it is a curve. The shape (started positive, dropped at minute 4, recovered) tells you what your AI did wrong. Here is the per-utterance sentiment pipeline and the dashboards we ship by vertical.
Get notified when we publish new articles on AI voice agents, automation, and industry insights. No spam, unsubscribe anytime.
Try our live demo -- no signup required. Talk to an AI voice agent right now.
© 2026 CallSphere Inc. All rights reserved.
Made within San Francisco