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Observability for teams that do not have a dedicated SRE org

Baljinder Singh
Baljinder Singh
  • Mar 05 2019
  • 6 min to read
Observability for teams that do not have a dedicated SRE org

You do not need a floor of SREs to run a reliable service—but you do need a few conventions so incidents are short and repeatable problems get automated away.

Start with golden signals

Latency, traffic, errors, and saturation tell you whether users are hurting before your CEO hears about it. We help teams pick a minimal dashboard that matches their architecture, not every vendor checkbox.

Structured logs beat grep marathons

When logs include request IDs and key business fields, support and engineering can trace a user complaint to a root cause in minutes. We set patterns that work in Node, .NET, Python, or JVM stacks without reinventing the wheel each sprint.

Learn from every outage

Blameless postmortems with follow-up tickets turn pain into progress. We facilitate reviews that focus on systems, not individuals—and that actually close the loop before the next incident looks the same.

Baljinder Singh
Baljinder Singh

Baljinder leads technical delivery and architecture at Sellan Tech—from discovery through scalable platforms. He writes about engineering practice, APIs, reliability, and how solutions stay maintainable after launch.

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