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From Goroutines to Agents: Lessons from 1M Concurrent Threads and the New Wave of AI Engineering

Originally published on tamiz.pro . In 2021, a team running a Go-based infrastructure service hit 1 million concurrent goroutines under load. The le…

aimachinelearninggoroutines
Dev.to Aug 28, 2026, 00:01 UTC
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GOMAXPROCS and Kubernetes: Go App Throttled, How to Fix It

The Go pod is running in production. CPU limit set to 2, metrics look reasonable. But under load, P99 latencies spike intermittently with no obvious…

gokubernetesperformancegoroutines
Dev.to Jul 27, 2026, 09:00 UTC
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Go 1.25 testing/synctest: No More Flaky Concurrent Tests

Three green tests locally, two red on CI. The outcome depends on how busy the build server is that day. This isn't a logic bug — it's a time.Sleep t…

gotestingconcurrencygoroutines
Dev.to Jul 26, 2026, 09:00 UTC

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