Feb 12 · 9 min read · Why Traditional Load Profile Approaches Fail Most performance testing tools default to simplistic load patterns that made sense in 2015 but fail to capture modern system behavior. The classic "ramp up to N users over M minutes, sustain, then ramp dow...
Join discussionJan 24 · 2 min read · Welcome to DevToProd, a tech publication by Abhimanyu Payasi—built for engineers who don’t just want to write code, but want to ship real, production-ready products. Modern development goes far beyond frameworks and syntax. It’s about performance, sc...
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Jan 9 · 6 min read · Building a Kubernetes cluster is easy; proving it's production-ready is hard. How do you know if your control plane can scale? Is your storage actually delivering the IOPS promised by the vendor? To answer these questions and ensure the cluster is re...
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Jan 9 · 4 min read · Welcome to the "heartbeat" of Kubernetes. How do you benchmark and perform performance testing? Today, we focus on etcd. Etcd is the consistent and highly available key-value store used as Kubernetes' backing store for all cluster data. If etcd is sl...
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Jan 8 · 15 min read · Every software change answers one simple question: Did something break? Baseline testing exists to answer it with confidence. Teams often ship regressions simply because they lack a reliable reference to compare against. In modern software testing, a...
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Jan 6 · 8 min read · Shipping software fast is easy. Shipping it fast without bugs? That’s the real test. Modern systems are API-driven, distributed, and constantly deploying - every release brings new risks. To keep defects out of production, teams rely on software qual...
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Dec 31, 2025 · 9 min read · Retail software is built as a connected system, not a single app. Enterprise teams work with customer apps, web storefronts, PoS software, backend services, and third-party platforms that must operate together across devices, regions, and networks. T...
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Dec 29, 2025 · 6 min read · What is Performance Testing Performance testing assesses an app’s performance under expected workloads, data volumes, and network conditions. It focuses on ensuring that your application is stable, fast, and responds perfectly across environments. Te...
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