How to Use Python's logging Module Like a Pro — From Beginner to Production Setup
How to Use Python's logging Module Like a Pro — From Beginner to Production Setup Python's built-in logging module is one of those tools every develop…
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Deploying Vector High-Performance Observability Data Pipeline on Ubuntu 24.04
Vector is a high-performance observability data pipeline from Datadog that collects, transforms, and routes logs, metrics, and traces across heterogen…
Errors, traces, logs, metrics: when to reach for what
When should I reach for a log, a trace, or a metric? I hit that question constantly when I instrument code, and I watch coding agents hit it too. It s…
ASP.NET Core Request & Exception Logging with a Built-In Dashboard
Most ASP.NET Core logging setups tell you that something failed — but not what actually happened during the request lifecycle. I built AsGuard to prov…
BrontoScope: AI-Powered Error Investigations
Authored by Marco Aquilanti Today we're introducing BrontoScope , one of the Bronto AI Labs initiatives aimed at reducing user toil, increasing team e…
Breaking Logging's Flywheel of Compromises
Authored by Mike Neville-O'Neill Let's face it — logging is broken. Not just a little broken, but fundamentally misaligned with the needs of modern en…
The CDN Logging Crisis
Authored by Benoit Gaudin Every second, your CDN is generating thousands of logs that tell a critical story about your application's performance, secu…
The Log Management Cost Trap: Part III — Search
Authored by Benoit Gaudin In Part I (Ingestion) and Part II (Storage) of this series, I explored the challenges of designing, running, and managing a …
Python logging trap: The Log Line That Tells You Nothing
The alert fires at 2am. You ssh in, open the logs, and find this: ERROR myapp: connection pool exhausted One line. The error itself, and nothing else.…
Why Quarkus MDC numeric fields silently break OpenSearch queries — and how to fix it
If you're running Quarkus with JSON logging and shipping to OpenSearch, there's a non-obvious bug waiting for you: every numeric field you put in MDC …