3d ago · 16 min read · Part 1 of 3: Structured Logs and Correlation IDs Part of a three-part series: Part 2: Centralized Logging and Async Pipelines Part 3: Security, Metrics, and Full-Stack Observability In late 2023, Hel
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3d ago · 11 min read · Every production LLM app I've worked on that was struggling had the same root cause: the team couldn't see what the model was actually doing. Users reported wrong answers. The team stared at the prompt. The team asked the PM to reproduce. The team wr...
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3d ago · 16 min read · Part 3 of 3: Security, Metrics, and Full-Stack Observability Part of a three-part series: Part 1: Structured Logs and Correlation IDs Part 2: Centralized Logging and Async Pipelines This article cover
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3d ago · 13 min read · Part 2 of 3: Centralized Logging and Async Pipelines Part of a three-part series: Part 1: Structured Logs and Correlation IDs Part 3: Security, Metrics, and Full-Stack Observability This article cover
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3d ago · 8 min read · Logging is the backbone of production observability. Without it, debugging a live incident is like navigating in the dark, you know something is wrong but have no way to trace why or where. Yet loggin
Join discussionApr 7 · 9 min read · You know that moment when your API throws a 500 error and you have no idea why? Or when you're hunting through 47 route files trying to find where that specific error message comes from? Let's fix tha
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Apr 5 · 6 min read · As part of a virtual cybersecurity experience with Commonwealth Bank, I completed a hands‑on fraud detection task using Splunk. The goal was to analyse a synthetic transaction dataset, build a dashboa
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Mar 31 · 6 min read · Zero-Boilerplate Request ID Tracing in Node.js with pino-correlation-id You get a bug report. A user hit an error at 2:14 AM. You open your logs and see hundreds of concurrent requests all jumbled together — no way to tell which log lines belong to w...
Join discussionMar 29 · 12 min read · Spry Monitoring and Observability: Logging, Metrics, Tracing, and Alerting Monitoring and observability are critical for maintaining production‑grade Spry applications. In this comprehensive guide, we'll explore how to implement a complete observabil...
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