Feb 23, 2026 • 4 min read
Platform Engineering Is Repeating the Same Mistake We Made With Microservices
Over-abstraction in internal platforms recreates microservices-era fragmentation, slowing teams and eroding trust.
Tactical notes on DevOps, reliability, and AI platform engineering.
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Feb 23, 2026 • 4 min read
Over-abstraction in internal platforms recreates microservices-era fragmentation, slowing teams and eroding trust.
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Mar 17, 2026 • 4 min read
Service mesh telemetry can light up the network path while hiding the application intent that actually explains user-facing failures.
Mar 16, 2026 • 5 min read
Per-PR Kubernetes clusters feel safe until control plane sprawl, slow startup times, and weak platform boundaries turn them into an expensive detour.
Mar 15, 2026 • 8 min read
Cloud cost control usually fails when it depends on every engineer making pricing decisions by hand. Platform defaults and guardrails work better.
Mar 14, 2026 • 7 min read
Provider locks help, but they do not freeze cloud control planes. Why pinned IaC still drifts, and how to build safer contracts around it.
Mar 13, 2026 • 4 min read
Uniform platform templates scale support, until they start taxing the services that need different latency, throughput, or control boundaries.
Mar 12, 2026 • 9 min read
GitOps controllers prove configuration convergence, not service performance. Here is how sync loops can stay green while latency quietly gets worse.
Mar 11, 2026 • 11 min read
CSI-mounted secrets are clean, but they turn secret retrieval into a startup dependency. Here is a more resilient secret delivery pattern for Kubernetes platforms.
Mar 10, 2026 • 7 min read
Why moving to ambient mesh isn't just a resource win. It's a fundamental shift in your security perimeter.
Mar 7, 2026 • 8 min read
OpenTofu's tofu test : The Shift Left IaC Testing You Didn't Know You Needed (and Its Limits) Remember that feeling? The knot in your stomach as you hit "mer...
Mar 4, 2026 • 15 min read
Argo CD 3.3 introduces safer deletion primitives, but teams still need explicit teardown governance, approvals, and sequencing.
Mar 2, 2026 • 13 min read
eBPF telemetry can become a costly, high-overhead noise source unless you scope, sample, and filter at the node boundary.
Mar 1, 2026 • 12 min read
Native CEL-based ValidatingAdmissionPolicy can replace many basic Gatekeeper checks while reducing admission-path operational risk.