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The Real Role of AI in Mainframe Modernization Is Still Being Misunderstood

The Real Role of AI in Mainframe Modernization Is Still Being Misunderstood

Sep 8, 2026

The discussion around artificial intelligence in the mainframe usually starts in the wrong place. People talk about code generation, automatic translation, and copilots. All of that matters, but it does not solve the core problem: no one can fully understand...
Mainframe Talent Shortage: Why the Problem Is the Environment, Not the People

Mainframe Talent Shortage: Why the Problem Is the Environment, Not the People

Aug 31, 2026

The market often treats the shortage of mainframe professionals as an unavoidable problem. A natural consequence of an “old” technology that is difficult to learn and disconnected from younger generations. That interpretation is convenient and, in most cases, wrong....
Emulated Tests vs. Real Tests: Why Emulation Fails Where Risk Is Highest

Emulated Tests vs. Real Tests: Why Emulation Fails Where Risk Is Highest

Aug 21, 2026

Mainframe modernization rarely fails because of a lack of technology, but because of too many assumptions. In mission-critical environments, it is not enough to validate whether something works. You need to ensure that it will continue to work under real load, with...
6-Month ROI: Why Mainframe Modernization Starts with Testing (Not Code)

6-Month ROI: Why Mainframe Modernization Starts with Testing (Not Code)

Aug 6, 2026

Mainframe modernization is often perceived as a long-term initiative with delayed returns and significant risk. For CFOs and CTOs, this has created a common perception: modernization is necessary, but the financial impact takes too long to materialize. The problem is...
Batch Window Optimization and Code Quality: How to Sustain 24/7 Operations Without Sacrificing Mainframe Efficiency

Batch Window Optimization and Code Quality: How to Sustain 24/7 Operations Without Sacrificing Mainframe Efficiency

Jul 23, 2026

For years, mainframe operations were built around a simple premise: daytime was for processing, nighttime was for consolidation. The batch window was when systems closed transactions, reconciled data, and reorganized workloads. That model worked—until transaction...
The role of the mainframe in digital resilience: security, compliance, and control of critical data

The role of the mainframe in digital resilience: security, compliance, and control of critical data

Jul 8, 2026

The role of the mainframe in digital resilience: security, compliance, and control of critical data For a long time, the dominant security strategy was to protect the infrastructure perimeter. Firewalls, segmented networks, access control. External layers trying to...
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