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Best practices for AI refactoring legacy code
Development

Many teams still depend on code written years ago, often by developers who have already left the company. These systems still run daily operations, but the code is hard to follow, risky to change, and rarely documented well. The scale of the issue is hard to ignore. For example, 95% of ATM transactions still rely […]

Apr 09, 20269 min read
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What is Legacy Modernization?
Development

As systems age, they tend to lose reliability, introducing errors, vulnerabilities, and operational inefficiencies that can restrain public-sector organizations from achieving their core missions. To stay effective, organizations must rethink how new solutions fit into their existing technology stack. Legacy modernization is an ongoing effort to support outdated systems and refresh aging data infrastructures. The […]

Apr 01, 20269 min read
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What are the most common legacy modernization techniques?
Development

Legacy systems continue to support core operations, but they come with a steep price. According to Gartner, companies are set to allocate around 40% of their IT budgets this year to managing technical debt, much of it tied to outdated applications. In some organizations, particularly across the public sector, up to 80% of IT spending is […]

Mar 26, 20268 min read
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Top legacy modernization challenges
Development

53% of organizations say their IT teams are spending more and more time managing technology and infrastructure, according to an Institute of Asset Management report. One reason is that, despite billions invested each year in digital transformation, many businesses still rely on outdated systems built decades ago. In fact, many core applications in banking, insurance, healthcare, and government still […]

Mar 17, 20268 min read
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On prem to AWS migration: Migrating a 4M LOC Legacy Java
Development

In early 2024, we started a migration project that seemed simple at first: move a B2B SaaS platform from on-premise servers to AWS. The client handled compliance workflows and document processing for large European customers. The business case made sense, but the actual work was much more complicated. We inherited a Java monolith that had […]

Mar 02, 20268 min read
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What is AI agent perception?
Artificial Intelligence Articles

Artificial intelligence isn’t just around the corner, it’s already here, improving the way companies work and people interact with technology every day. What’s different now is the move from static systems to a new generation of AI agents. AI agents don’t need instructions, they anticipate, plan, and often make decisions faster and more effectively than […]

Aug 25, 20258 min read
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Stop thinking in models, start thinking in systems: AI news roundup
Artificial Intelligence Articles

Blink and you’ll miss it: AI industry moves so fast that one single week can feel like a year’s worth. But the real story isn’t speed, it’s the path AI is taking. And this past week made one thing clear: AI is moving from isolated tools into orchestration. Systems. Networks. Layers working together to quietly […]

Aug 20, 20257 min read
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How AI helped a healthcare provider move 700 GB without breaking HIPAA or Trust 
Artificial Intelligence Articles

The moment of truth In healthcare, data isn’t just data. As per the recent survey, 87% indicated that AI can help reduce human errors in healthcare delivery. When we think of data, we refer to patient histories, diagnoses, lab results, insurance records, everything that makes up the trust between a provider and the people they […]

Aug 19, 20256 min read
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Cybersecurity in digital education
Expertise

Digital education has come a long way from simple virtual whiteboards and online quizzes. Today’s EdTech platforms manage everything from personal data and academic records to payment systems and internal communications. As these platforms become more deeply embedded in school infrastructure and more interconnected with external systems, they present a broader attack surface, making them […]

Jul 15, 20258 min read
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