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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Untangling Deeply Nested Conditionals Through Structured Refactoring Strategies
IN-COM November 26, 2025 Application Modernization, Code Review, Data Modernization, Impact Analysis, Legacy SystemsDeeply nested conditionals remain one of the most persistent sources of structural complexity in large software systems. As business rules...
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Reducing the Performance Impact of Security Middleware
IN-COM November 21, 2025 Impact Analysis, Industries, Tech TalkThe growing complexity of enterprise architectures has increased reliance on security middleware as a central enforcement layer for authentication, authorization,...
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