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Your Agent Returned 200 and Did Nothing: Detecting Silent Failures with Token Counts

Your Agent Returned 200 and Did Nothing: Detecting Silent Failures with Token Counts

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3 min read
6 Failure Modes to Instrument Before You Ship an AI Agent

6 Failure Modes to Instrument Before You Ship an AI Agent

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4 min read
Delegation Masking: Why Your LangChain Callbacks Lie About Sub-Agent Failures

Delegation Masking: Why Your LangChain Callbacks Lie About Sub-Agent Failures

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4 min read
Instrumentation Patterns for AI Agents: SDK vs Webhook

Instrumentation Patterns for AI Agents: SDK vs Webhook

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4 min read
Token Anomaly Detection: The Algorithm That Stops Runaway Loops Before the Bill Arrives

Token Anomaly Detection: The Algorithm That Stops Runaway Loops Before the Bill Arrives

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4 min read
One Agent Times Out. Three More Agents Don't Notice.

One Agent Times Out. Three More Agents Don't Notice.

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2 min read
Multi-Agent Pre-Flight Checklist: Testing Cascade Detection Before Production

Multi-Agent Pre-Flight Checklist: Testing Cascade Detection Before Production

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2 min read
Your CrewAI Agent Delegates a Task. It Fails Silently. The Caller Never Knows.

Your CrewAI Agent Delegates a Task. It Fails Silently. The Caller Never Knows.

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4 min read
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