From Lightweight Form to Structured Intake

Backstory

Bug reporting began as a lightweight, low-friction intake designed for speed. While the form requested key details, a large portion of submissions were not actually bugs.

Even when QA confirmed an issue was valid, report quality varied significantly. The team often spent more time gathering missing context than validating and investigating issues.

After speaking with stakeholders, I realized there was a strong opportunity to close these knowledge gaps:

• Validating whether something is a bug before reporting

• Providing clear proof that an issue is a bug in the initial report

Decision & Rationale

The goal was to improve signal quality without slowing teams down.

Product shared a decision framework outlining the key questions that needed to be answered before a bug could be verified. Rather than relying on follow-up conversations, I saw an opportunity to embed this thinking directly into the reporting experience so reporters could self-validate in the moment.

This approach aimed to filter out non-bugs earlier while helping teams better understand what qualified as a complete, actionable report.

Implementation

The reporting experience was redesigned to guide reporters through clearer validation and context requirements at submission time. Additional guardrails encouraged reporters to confirm expected behavior, provide supporting evidence, and ensure issues were reproducible.

When submissions indicated an issue might not be a bug, they were redirected toward collaborative troubleshooting rather than formal validation. Supporting documentation was also updated to reflect the new expectations and provide clearer guidance throughout the process.

Outcome

Less back-and-forth: With clearer expectations and better context upfront, QA was able to move into investigation more quickly and spend less time requesting clarification.

More collaboration: Client-facing teams began validating issues together earlier, reducing unnecessary bug submissions and improving shared understanding.

Emerging friction: Over time, reporters learned how to navigate around the structure rather than through it. This behavior revealed an important insight: while structure quality improved, it also introduced friction as teams became more familiar with the process.

This insight directly informed the next iteration of the workflow, which I’ll cover in the following case study.

Want to improve your bug workflow or another customer-facing process?
Book a discovery call to get started →