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LLM observability in 2026: revisit Langfuse, Arize Phoenix and OpenLIT before you ship another AI feature without traces

Somewhere in your company today, a team is shipping an AI feature that calls a model, maybe a tool, and returns an answer.

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Infrastructure monitoring in 2026: revisit Zabbix, Checkmk and Netdata before you add another host to your monitoring

In most Indian companies, monitoring starts with a person, not a tool. Somebody in the IT team logs in to the file server every morning, checks the disk, looks at the UPS panel, pings the branch router, and goes back to work.

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Uptime monitoring in 2026: revisit Uptime Kuma, Gatus and the Blackbox Exporter before a customer tells you the site is down

Take a travel company in Udaipur that runs an online booking site for about 140 heritage hotels, lake-side guest houses and homestays in Udaipur, Kumbhalgarh and Mount Abu (an invented example, not a real client).

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Self-hosted error tracking in 2026: revisit Sentry, GlitchTip and Bugsink before you ship another stack trace

Picture a diagnostic lab chain headquartered in Mysuru, with collection centres in Mandya, Hassan, Madikeri, Hunsur and Chamarajanagar (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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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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