Cut Through the Static Analysis Noise! Find & Fix Violations Faster With AI
A common barrier to successfully adopting and implementing static analysis practices is figuring out how to sort through static analysis noise to determine which violations are important to fix and which can be suppressed.
Development teams that struggle with noisy static analysis findings often waste development time triaging static analysis violations to determine what’s important to their program and what violations to prioritize for remediation versus what can be ignored.
When teams do not have a way to quickly sort through the noise, it impacts productivity and leaves developers frustrated. Did you know that you can cut through static analysis noise with AI?
Learn how applying AI/ML to static analysis can:
• Help development teams reduce static analysis noise and prioritize static analysis findings for remediation.
• Streamline compliance to secure coding standards for Java and .NET applications, such as OWASP, CWE, PCI-DSS, or UL2900.
• Accelerate the remediation of static analysis violations and expand developer knowledge on best practices for developing safe and secure code.
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CHAPTER LIST
00:00:00 Welcome & Agenda
00:01:33 Why Static Analysis Matters
00:05:04 What Makes Parasoft’s Platform Unique
00:06:55 Cost of Late-Stage Defects
00:08:56 The Problem with Static Analysis Noise
00:11:05 Why Static Analysis Still Fails Teams
00:14:33 Four Ways AI Helps with Static Analysis
00:15:16 AI Noise Classification
00:16:04 Root Cause Clustering with Violation Hotspots
00:16:46 Assigning Violations Based on Developer Skill
00:18:01 Generative AI Code Fixes Overview
00:18:29 Intro to DTP Demo
00:19:00 Inside the DTP Quality Hub
00:21:41 DTP AI Static Analysis Triage Demo
00:28:45 DTP Skill-Based Assignment Demo
00:30:40 Handing Off to dotTEST
00:31:13 dotTEST AI Code Fix Demo in Visual Studio
00:36:05 Recap of AI Features in DTP
00:39:10 Final Benefits of AI in Static Analysis
00:41:05 Q&A Session Begins
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About Parasoft
Parasoft helps organizations continuously deliver quality software with its market-proven, integrated suite of automated software testing tools. Supporting the embedded, enterprise, and IoT markets, Parasoft’s technologies reduce the time, effort, and cost of delivering secure, reliable, and compliant software by integrating everything from deep code analysis and unit testing to web UI and API testing, plus service virtualization and complete code coverage, into the delivery pipeline. Bringing all this together, Parasoft’s award winning reporting and analytics dashboard delivers a centralized view of quality enabling organizations to deliver with confidence and succeed in today’s most strategic ecosystems and development initiatives — security, safety-critical, Agile, DevOps, and continuous testing