Adopting OpenTelemetry without a big-bang migration
OpenTelemetry is the right long-term bet, but ripping out existing instrumentation is risky. A pragmatic, incremental path to OTel-native observability.
May 28, 2026 7 min read
Read articleInsights
Field notes from the platform engineering trenches
Practical perspectives on observability, DevSecOps, AI operations and cloud security — written by engineers who run the platforms they write about.
Featured · Observability
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SLOs and error budgets that actually drive decisions
Most organizations instrument SLOs and then ignore them. Here is how to design error budgets that change behavior — and the automation that enforces them.
SignalOps Research·Jun 12, 2026· 8 min read
Read articleZero Trust for Kubernetes: beyond the marketing
Zero Trust on Kubernetes is not a product you buy. It is a set of controls across identity, network, data and runtime — here is what actually matters.
May 14, 2026 9 min read
Read articleAIOps that actually reduces alert noise
AIOps tools promise noise reduction but often add another dashboard. The pattern that works: correlate, suppress, and automate — in that order.
Apr 30, 2026 6 min read
Read articleTerraform module libraries that scale across the enterprise
A module registry is not a library. The practices that keep Terraform modules maintainable across hundreds of teams and accounts.
Apr 16, 2026 8 min read
Read articleCompliance as code: from audit dread to continuous assurance
Compliance does not have to be a quarterly fire drill. With policy-as-code and evidence pipelines, you can make audit a byproduct of how you already ship.
Apr 2, 2026 7 min read
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