Showing Post From Performance

MySQL-compatible databases in 2026: revisit MySQL, MariaDB and Percona Server before you upgrade another database

Most teams that run MySQL do not choose their database every year. They chose it once, long ago, and since then they have only upgraded it, or not upgraded it.

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In-process analytics in 2026: revisit DuckDB, Polars and chDB before you spin up another warehouse for a small question

Think of a knitwear exporter in Tiruppur that makes T-shirts, polos and kids’ wear for buyers in Europe, the US, the Gulf and Japan (an invented example, not a real client).

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Load testing in 2026: revisit Grafana k6, Locust and Gatling before you run another performance test

Picture a company in Lucknow that hosts exam results and admit cards for several state boards and universities across Uttar Pradesh and Bihar (an invented example, not a real client).

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Log storage in 2026: revisit Grafana Loki, VictoriaLogs and OpenObserve before you keep another month of logs

Picture a platform team in Pune that runs a B2B lending stack for NBFCs across Maharashtra and Gujarat (an invented example, not a real client).

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Continuous profiling in 2026: revisit Grafana Pyroscope, Parca and the OpenTelemetry eBPF profiler before you store another flame graph

Picture a GST invoicing SaaS in Pune with about 1,800 business customers (an invented example, not a real client). Its platform team of six runs about 40 services, mostly Go with a few Java and Python ones, on a 12-node Kubernetes cluster.

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Distributed tracing in 2026: revisit Jaeger, Grafana Tempo and SigNoz before you store another span

Picture a bus, train and hotel booking platform in Kochi (an invented example, not a real client). Customers book from an Android app, an iOS app and a web app.

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