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Lekshmana Perumal Murugan

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Lekshmana Perumal Murugan

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Tag Archives: ai

When Transactions Go Wrong: Learning from Distributed System Failures

Posted on November 23, 2025 by Lekshmana Perumal Murugan
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lekshmana.medium.com/when-transactions-go-wrong-learning-from-distributed-system-failures-847125085a12

Posted in technology | Tagged ai, technology, writing | Leave a reply

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About Me

Lekshmana Perumal Murugan

Lekshmana Perumal Murugan

Engineer | Educator | Mentor | From Rural Roots to Global Tech | Building People & Platforms | Learning, Teaching & Growing—Together I’m Lekshmana Perumal—Engineer, Educator, and Builder of People & Platforms. My personal mantra: if you grow, grow others with you. I don’t just build code—I build trust, systems, and people. 📌 Personal Vision: To grow—and help others grow—through technology, mentorship, and honest reflection. To lead with kindness, stay curious, and leave behind something that matters. Let’s connect if you value mentorship, clarity, and long-term impact.

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