How-To Guides

Pick the scenario that matches your job-to-be-done and follow the playbook. Each guide links to deeper concepts and tutorials when you want more background.

Debugging & Troubleshooting

• Debug Issues Systematically - Diagnose problems, use debugging tools, and fix common issues

Operational Response

• Triage Production Errors
• Build a Service Health Snapshot
• Design Streaming Alerts

Traffic & Ingress

• Analyze Web Traffic
• Investigate Syslog Sources
• Choose a Multiline Strategy

Data Preparation & Hygiene

• Sanitize Logs Before Sharing
• Pseudonymize Identifiers for Analytics
• Prepare CSV Exports for Analytics
• Flatten Nested JSON for Analysis

Performance & Aggregation

• Process Archives at Scale
• Roll Up Logs with Span Windows

Advanced Techniques

• Power-User Techniques - Discover overlooked features like pattern normalization, deterministic sampling, JWT parsing, and multi-level fan-out

Integration & Workflow

• Integrate Kelora with External Tools