Assess secure-at-inception effectiveness with the Prevention report (Early Access)
We are thrilled to announce that the Prevention Report is now available in Early Access!
Measuring the true impact of "shifting left" has traditionally been a challenge. We designed the Prevention report to give you clear, actionable visibility into the effectiveness of security adoption directly within your development lifecycle.
This new report tracks the vulnerabilities developers proactively remediate at the point of creation in Snyk Code and Secrets—long before those issues ever reach a pull request or production environment. Data is seamlessly captured in the background as your team works across our developer surfaces, including Snyk Studio (MCP), IDE plugins and extensions, and the CLI.
The Prevention report enables you to:
Measure proactive security: Track the total number of raw fixes and monitor your fix rate over time using our new prevention key performance indicators (KPIs).
Analyze developer workflows: Break down fixes by surface area to understand exactly where your team prefers to resolve issues (MCP, IDE, or CLI).
Identify trends and champions: Leverage the Fix-by-Developer leaderboard and detailed vulnerability breakdowns to see which types of vulnerabilities developers squash immediately, and which ones are detected but left unfixed.
Enrich your Analytics Overview: Enable fix-by-surface KPIs and a new fix trends chart directly within your primary Analytics Overview dashboard for a comprehensive view of your security posture.
You can now directly measure the effectiveness of your IDE or MCP-based security efforts. By tracking vulnerabilities remediated early in the development lifecycle, you gain the data needed to prove the success of your security programs and validate your application security strategy.
To learn more, visit our Snyk User Documentation.
Sara Meadzinger | Staff Product Manager