Platform engineering, incident write-ups, and infrastructure kept boring on purpose.
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Thursday, October 15, 2026
Today we look at Google's updated site reliability guidance alongside new techniques for scaling Kubernetes clusters, managing database storage, and mapping network dependencies.
3 minute read
Over a decade after establishing the canonical framework for site reliability engineering, Google is updating its cornerstone guide. The revision promises to address modern challenges like containerization, multi-cloud setups, and the shift toward software-defined platform engineering. Teams looking to align their operations with contemporary standards will want to track these updated methodologies.
4 minute read
Recent studies reveal that while adoption of Azure's managed Kubernetes offering continues to surge, actual resource utilization remains remarkably low. Many organizations routinely pay for twice the compute power they actually require due to poor autoscaling configurations and safe-default templates. Getting a handle on these limits is becoming the primary focus for finance-minded platform engineers.
8 minute read
Building software for proprietary hyperconverged hardware requires testing loops that don't depend on shipping physical server chassis to every developer. Oxide Computer has developed an emulation environment that spins up virtualized versions of their custom hardware, switching silicon, and control plane. This allows engineers to validate boot sequences, network fabrics, and firmware updates safely on standard Linux hosts.
6 minute read
PostgreSQL uses a mechanism called TOAST to handle database rows that exceed the standard page size limit. By compressing large values and storing them in dedicated side tables, the engine maintains high performance for smaller, fast-access queries. Platform engineers need to understand these internal physical layouts to prevent runaway storage expansion and unexpected query slow-downs.
5 minute read
Network connection establishment often represents the largest latency bottleneck for microservice API calls. The upcoming Go release optimizes how the standard HTTP client recycles connections when dealing with early request cancellations or slow network paths. These underlying tweaks mean workloads can maintain fewer active TCP sockets without manual engineering overrides.
7 minute read
A recent massive outage at Yandex provided a rare real-world experiment in distributed botnet behavior. Telemetry collected during the downtime reveals that automated scraper bots did not stop when their target disappeared, but immediately redirected to alternative endpoints. Understanding this traffic redistribution helps network defenders prepare for collateral damage when massive platforms drop offline.
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