clay-advanced-troubleshooting

Clay Advanced Troubleshooting

Overview

Deep debugging techniques for complex Clay issues that resist standard troubleshooting.

Prerequisites

• Access to production logs and metrics
• kubectl access to clusters
• Network capture tools available
• Understanding of distributed tracing

Instructions

Step 1: Collect Evidence Bundle

Run the comprehensive debug script to gather pod logs, Prometheus metrics, network captures, Jaeger traces, and configuration state into a timestamped tarball.

Step 2: Systematic Layer Isolation

Test each layer independently: network connectivity, DNS resolution, TLS handshake, authentication, API response, and response parsing. The first failure identifies the root cause layer.

Step 3: Create Minimal Reproduction

Strip down to the simplest failing case: fresh client, no customization, simplest API call (ping). Log full error details including stack trace.

Step 4: Timing and Resource Analysis

Use TimingAnalyzer to measure each operation and detect latency anomalies. Monitor heap usage over time to detect memory leaks (>100MB growth over 1 hour). Use ConcurrencyChecker to detect race conditions.

Step 5: Escalate with Evidence

Fill out the support escalation template with severity, request ID, reproduction steps, expected vs actual behavior, and attach all collected evidence.

For complete debug scripts, TypeScript utilities, and escalation template, load the reference guide: Read(${CLAUDE_SKILL_DIR}/references/implementation-guide.md)

Output

• Comprehensive debug bundle collected
• Failure layer identified
• Minimal reproduction created
• Support escalation submitted

Error Handling

Issue	Cause	Solution
Can't reproduce	Race condition	Add timing analysis
Intermittent failure	Timing-dependent	Increase sample size
No useful logs	Missing instrumentation	Add debug logging
Memory growth	Resource leak	Use heap profiling

Resources

• Clay Support Portal
• Clay Status Page

Next Steps

For load testing, see clay-load-scale.

Examples

Basic usage: Apply clay advanced troubleshooting to a standard project setup with default configuration options.

Advanced scenario: Customize clay advanced troubleshooting for production environments with multiple constraints and team-specific requirements.