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Cat Links Software Engineering

Trace Context Propagation: Why Your Distributed Traces Break and How to Fix Every Hop

Posted on September 16, 2026September 17, 2026

You open your tracing backend to debug a slow checkout request and find five disconnected traces instead of one. Five

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Cat Links Software Engineering

Structured Logging in Go: slog, OpenTelemetry, and the Fields That Matter in Production

Posted on September 12, 2026

At 02:14 on a Sunday, an alert fires: payment success rate dropped four percent. You run kubectl logs across a

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Cat Links Software Engineering

Distributed Tracing in Go with OpenTelemetry

Posted on September 2, 2026

When a request crosses five services and the latency budget blows up, a single log line rarely tells you where

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Cat Links Software Engineering

Distributed Tracing in Go with OpenTelemetry: From Zero to Production

Posted on July 30, 2026July 31, 2026

You fire up your dashboard at 3 AM. Error rates are climbing. The checkout service is returning 500s. Your architecture

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Cat Links Software Engineering

Structured Logging in Go: A Practical Guide to log/slog

Posted on July 29, 2026July 30, 2026

When production incidents happen, the first question is always “what went wrong?” The answer lives in your logs — but

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Cat Links Software Engineering

OpenTelemetry in Go: From Zero to Distributed Tracing

Posted on July 9, 2026July 9, 2026

Microservices promised us smaller, more maintainable codebases. They delivered — along with a debugging nightmare. When a request flows through

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Cat Links Uncategorized

Building Resilient and Fault-Tolerant Systems: Tips and Techniques

Posted on May 10, 2023September 13, 2026

Systems that need to be up and running around the clock can’t treat failure as an exception — it’s the

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