Duraid Wadie

Head of M&A Architecture

Medium Article · 3 min read · Nov 21, 2016

We Didn’t Need Observability Tools-We Needed to Start Asking the Right Questions

ObservabilityDeploymentSystem Design ConceptsOrganizational CultureAPIAuthentication

Article summary

We thought adding a dashboard would solve our visibility problem. It didn’t. We wired up logs, metrics, and traces. We bought a tool. We configured alerts. But when something went wrong in production, we still found ourselves asking: “What just happened?” It wasn’t a tooling issue. It was a clarity issue. We hadn’t defined what “healthy” looked like. We hadn’t agreed on what mattered. And most of the metrics we were collecting were noise. This post isn’t about what observability tool to buy. It’s about how we shifted our thinking-from collecting data, to asking better questions.

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Practical takeaway

The main idea behind We Didn’t Need Observability Tools-We Needed to Start Asking the Right Questions is to help teams move from broad theory to clear, repeatable decision making. When teams apply this thinking, they reduce ambiguity and focus on improvements that deliver measurable momentum.

Example scenario

Imagine a team facing competing priorities. By applying the ideas in We Didn’t Need Observability Tools-We Needed to Start Asking the Right Questions, they can map dependencies, identify risks and choose the next move that produces progress without destabilizing their system.

Common mistakes to avoid

How to apply this in real work

Start by identifying where We Didn’t Need Observability Tools-We Needed to Start Asking the Right Questions already shows up in your architecture or delivery flow. Then pick one area where clarity would reduce friction. Apply the idea, measure its effect and share the learning.

Signs you are doing it correctly

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