# Qwiet AI by Harness Scan application code, prioritize reachable vulnerabilities, and review AI-assisted fixes. - Findings24: - Website: - Pricing: Freemium - Categories: AI Developer Tools ## What is Qwiet AI by Harness? Qwiet AI by Harness is an application security product for developers and AppSec teams. It combines source-code, open-source dependency, infrastructure-as-code, container and secrets checks in a single scanning workflow. Findings include reachability and exploit context to help teams choose which issues to investigate first. AI-assisted remediation provides proposed code changes alongside the scan findings. Developers can review and test those changes before applying them. Qwiet AI is now part of Harness; this product focuses on code scanning, prioritization and remediation within that broader software-delivery platform. ## What can Qwiet AI by Harness do? ### Unified security scan Combine SAST, SCA, infrastructure-as-code, container and secrets analysis, then review the results in one view. ### Reachability-based prioritization Identify vulnerable code that is reachable and consider active exploits when choosing remediation priorities. ### AI-assisted fixes Use AI Autofix and agent-generated code changes to work through vulnerability remediation. Review and test each proposed change for your application. ### Developer-facing findings Inspect code-scanning results and the vulnerable code context so developers can investigate findings and plan changes. ### Pipeline-oriented scanning Include application security analysis in software-delivery workflows, with triage focused on reachable and exploitable threats. ## Use Cases ### Prioritize the remediation backlog AppSec teams can examine reachability and exploit context before deciding which findings require immediate investigation. ### Review code changes for a finding Developers can use vulnerability context and AI-assisted fixes as a starting point for changes, followed by their own testing and review. ### Consolidate AppSec checks Bring source-code, dependency, infrastructure, container and secrets findings into one scanning workflow for the development team. ### Scan within the delivery process Engineering teams can incorporate scanning into their pipelines and review security findings as part of software delivery. ## Frequently Asked Questions ### What does Qwiet AI analyze? Its scanning workflow covers SAST, SCA, infrastructure as code, containers and secrets. Teams review the analysis in one view instead of assembling separate result lists. ### How are findings prioritized? Qwiet AI uses reachability and exploitability context, including active exploits, to help teams focus on vulnerabilities that could affect their applications. Teams still assess the findings against their own code and deployment. ### Can it fix vulnerabilities automatically? AI Autofix and AI agents provide code changes for remediation. Developers should review and test the proposed changes before applying them; the fixes are not a guarantee that an application is secure. ### How does it relate to Harness? Harness acquired Qwiet AI, formerly ShiftLeft, in September 2025. Qwiet AI remains the application-security offering described here; the wider Harness platform includes other software-delivery products. ### How can a team evaluate it? Request a demonstration through Qwiet AI to review the scanning and remediation workflow for your applications, and discuss access and commercial terms for your team. ## Quick Facts - **Product type**: Application security and code analysis - **Primary users**: Developers and application security teams - **Analysis areas**: SAST, SCA, infrastructure as code, containers and secrets - **Workflow**: Scan, prioritize, review and remediate - **Company**: Part of Harness; formerly ShiftLeft