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๐Ÿ’ณ In financial systems, a timeout or an unrecognized response code is not a failure โ€” itโ€™s an UNKNOWN state.

In fintech, the most dangerous failures arenโ€™t system crashes but wrong transaction outcomes that look correct in logs. Treating timeouts or unknown responses as SUCCESS or FAILURE leads to duplicates, wrong reversals, and audit nightmares. The real challenge isnโ€™t calling APIs โ€” itโ€™s deciding outcomes safely. Thatโ€™s why money safety must always come before response speed.

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๐Ÿ” Designing a Secure, Scalable API Gateway Architecture (WSO2 APIM)

A production-grade API Gateway architecture using WSO2 APIMโ€”designed for secure external access, high-throughput internal APIs, defense-in-depth, and built-in observability and monetization.

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๐Ÿš€ Affordable Initial Business Website Deployment on AWS

When a business is just starting out, cost matters more than complexity. You donโ€™t need Kubernetes, Auto Scaling Groups, or managed everything on day one โ€” you need something secure, maintainable, and cheap that can grow later.

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๐Ÿ› ๏ธ How Senior Developers & DevOps Engineers Eliminate the Blame Game (and Build Reliable Systems)

In most production incidents, the real issue isnโ€™t the bug but the handoff between development and operations. DORA shows teams with strong Devโ€“Ops collaboration deploy faster and recover sooner, while most outages come from process gaps.

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