Using AI to Calculate the Risk Score of Every Legacy Code Module
IN-COM December 5, 2025 Applications, Artificial Intelligence (AI), Compliance, Impact Analysis, Tech TalkEnterprise modernization programs increasingly require a defensible and repeatable method for evaluating technical risk across sprawling legacy estates. As systems...
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Fuzz Testing Integration into CI/CD for Robust Vulnerability Detection
IN-COM December 3, 2025 Code Analysis, Code Review, Impact Analysis, Information Technology, Tech TalkModern enterprises increasingly rely on automated security mechanisms to defend against sophisticated attack vectors that evolve faster than manual testing...
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What Percentage of Legacy Code Can Realistically Be Refactored by AI?
IN-COM December 3, 2025 Artificial Intelligence (AI), Compliance, Data, Impact Analysis, Legacy SystemsAI driven refactoring has become an influential component in enterprise modernization programs, yet the proportion of legacy code that can...
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Reducing JIT Deoptimization Cascades Through Dependency Aware Refactoring
IN-COM November 29, 2025 Application Management, Code Review, Data, Impact AnalysisModern enterprise JVM applications frequently encounter unpredictable performance issues caused by JIT deoptimization cascades. These cascades appear when speculative assumptions...
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Optimizing Cache Coherence Protocols in Multi-Socket Architectures
IN-COM November 28, 2025 Data Modernization, Impact Analysis, Legacy SystemsThe growing complexity of multi-socket server architectures has made cache coherence a central determinant of application performance, particularly in systems...
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Detecting High-Latency DB2 Cursor Patterns Through Static Analysis in COBOL Systems
IN-COM November 26, 2025 Application Repair, Artificial Intelligence (AI), Code Analysis, Impact Analysis, Legacy SystemsCOBOL applications that interact with DB2 often suffer from hidden cursor inefficiencies that accumulate over years of incremental development. These...
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