Ensuring Data Flow Integrity in Actor-Based Event-Driven Systems
IN-COM November 25, 2025 Applications, Compliance, Data, Legacy SystemsData flow integrity is one of the most critical concerns in actor-based event-driven systems, where message passing replaces traditional shared-state...
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Reducing False Sharing Risks by Reorganizing Concurrent Code Data Structures
IN-COM November 24, 2025 Application Modernization, Code Analysis, Data Modernization, Legacy Systems, Tech TalkFalse sharing remains one of the most persistent and silent performance issues in concurrent codebases, particularly within architectures that rely...
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Maintainability Index vs. Complexity Index: Which Metric Actually Predicts System Failure?
IN-COM November 19, 2025 Application Management, Application Modernization, Legacy Systems, Tech TalkEnterprises that rely on decades old applications often struggle to quantify the true health of their software assets. Traditional metrics...
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Managing Copybook Evolution and Downstream Impact in Multi Decade Systems
IN-COM November 17, 2025 Application Modernization, COBOL Posts, Code Analysis, Legacy Systems, Tech TalkCopybooks in long running COBOL environments rarely remain stable over decades of system evolution. As business rules shift, regulatory formats...
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How Does Static Code Analysis Handle Obfuscated or Generated Code?
IN-COM November 11, 2025 Code Review, Compliance, Data, Impact Analysis, Legacy SystemsObfuscated and machine-generated code have become increasingly common across modern enterprise landscapes, appearing in everything from security-hardened applications to automated...
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Refactoring for Future AI Integration: Preparing Legacy Code for Machine Learning Pipelines
IN-COM November 6, 2025 Application Management, Application Modernization, Artificial Intelligence (AI), Code Review, Legacy SystemsLegacy systems continue to operate at the heart of enterprise data ecosystems, processing critical transactions and maintaining decades of accumulated...
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