FreshAI

Secure, Test, and Ship Code Smarter
with AI Automation

From code understanding and security to testing and monitoring — everything your team needs in one intelligent platform.

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AI-Powered Features to Transform Your Development

From deep code insights and security to seamless testing and integrations — all in one intelligent platform.

Code Understanding

Interactive logic visualizer, AI-powered code explanation, and auto-generated documentation tailored for developers, PMs, and QA.

Code Quality & Security

Static vulnerability scanning, AI fix suggestions, dead code detection, and safe removal to keep your codebase secure and clean.

Testing Support

End-to-end flow simulation, AI-generated test cases, coverage heatmaps, and flow integrity alerts for robust test management.

Dashboard & Monitoring

Unified dashboard, issue tracker, fix suggestions feed, GitHub sync, and continuous background monitoring of code health and risks.

Export & Integration

Export docs and flow maps, one-click PR fixes, GitHub/GitLab integration, and optional Jira/issue tracker sync.

How Testing Works in Your Workspace

Streamline your entire testing lifecycle with AI-powered automation, deep insights, and visual tools — all in one developer-friendly workspace.

Auto-Generated Test Cases

  • Generate unit, integration, and end-to-end tests automatically based on your code.
  • Save time and ensure comprehensive coverage without manual effort.

Flow Simulation & Validation

  • Simulate user flows with visual feedback for every step.
  • Catch flow breaks, inconsistent states, and edge cases before deployment.

Test Coverage Heatmaps

  • Visualize tested vs untested code regions clearly.
  • Drill down to individual functions or lines to identify gaps.

Performance & Integrity Alerts

  • Receive real-time alerts on broken flows and performance regressions.
  • Track response times, throughput, and resource usage to keep your app healthy.

Manage, analyze, and optimize your tests effortlessly in one unified platform. Deliver quality software faster by catching bugs and performance issues early.

Why Developers Need These AI-Powered Features — And How They Deliver ROI

Discover how these core features save development time, reduce risks, and boost overall return on investment.

*Time saved is approximate and based on industry averages for mid-sized dev teams.*

FeatureHow It Helps DevelopersTime SavedROI Impact
Code UnderstandingInteractive logic visualizer, AI-powered code explanation, and auto-generated documentation tailored for developers, PMs, and QA.Up to 30% reduction (~12 hours/week) in debugging & onboarding timeFaster feature delivery, fewer bugs, and improved team collaboration reduce development costs.
Code Quality & SecurityStatic vulnerability scanning, AI fix suggestions, dead code detection, and safe removal to keep your codebase secure and clean.50% faster vulnerability detection (~6 hours/week) and patchingMinimizes security risks and costly breaches, lowers maintenance costs, and improves product reliability.
Testing SupportEnd-to-end flow simulation, AI-generated test cases, coverage heatmaps, and flow integrity alerts for robust test management.40% reduction (~8 hours/week) in manual test creation and debuggingHigher test coverage leads to fewer defects and reduced customer support costs.
Dashboard & MonitoringUnified dashboard, issue tracker, fix suggestions feed, GitHub sync, and continuous background monitoring of code health and risks.Saves ~20 hours/week on manual tracking and issue triageEarly detection of issues improves uptime and customer satisfaction.
Export & IntegrationExport docs and flow maps, one-click PR fixes, GitHub/GitLab integration, and optional Jira/issue tracker sync.Streamlines workflows, saving ~5 hours/week on documentation and deploymentAutomated processes reduce delays and improve cross-team coordination.

Frequently Asked Questions

Everything you need to know about how our AI-powered features transform your development workflow.

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