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Devops

8 min read

Shared CI runners without isolation: What could go wrong

Why sharing CI runners across teams with no resource limits, no cleanup, and no security boundaries is an anti-pattern that causes flaky builds, security incidents, and wasted time.

devopsci-cdsecurity
7 min read

DNS round-robin is not load balancing

Why using multiple DNS A records to distribute traffic is a reliability anti-pattern, and what to use instead.

devopsnetworkinginfrastructure
7 min read

Log hoarding without observability

Collecting massive amounts of logs without structured analysis, alerting, or dashboards is one of the most expensive anti-patterns in operations — and one of the easiest to fix.

devopsobservabilityoperations
7 min read

Stop rebuilding artifacts for every environment

Why rebuilding your application from source for each environment is a reliability and security anti-pattern, and how to fix it with immutable artifact promotion.

devopsci-cddeployment