GuideKubernetes capacity planning starts with realistic requests and limits
Requests and limits are scheduling and runtime controls, so realistic values matter more than a single utilization target.
At scale
Cloud Infrastructure Technology Guides
Provider-neutral cloud infrastructure guides covering architecture, distributed systems, governance, observability, resilience, data centres, and cost control.
09Stories in this field
Guide
AnalysisMulti-region architecture is a failure-domain and data-consistency decision
A second region can reduce some outages, but only if teams define the failures they separate and the data semantics they preserve.
ExplainerLiquid cooling changes data-centre density, maintenance, and failure planning
Liquid cooling moves heat closer to the chip, but it also introduces fluid loops, interfaces, and maintenance work that operations must plan.
GuideFinOps works when cloud cost is tied to product unit economics
Total cloud spend is an incomplete decision signal; unit economics links technology use to the product activity and outcome it supports.
GuideObservability should connect metrics, logs, traces, and service objectives
Telemetry becomes operationally useful when signals share context and are judged against a service objective that matters to users.
ExplainerCDN performance depends on cache policy, invalidation, and origin design
A content delivery network can reduce repeat work, but its results depend on precise cache semantics and an origin that behaves well on misses.
GuideInfrastructure as code still needs drift detection and policy review
Declarative infrastructure is a baseline, not a guarantee that production still matches it; detection, review, and recovery processes close the gap.
AnalysisNBC poll finds 69% opposition to AI data centres in respondents’ local areas
A national online poll of U.S. adults found 69% opposed and 45% strongly opposed local AI data-centre construction; the result is a measure of stated opinion, not a forecast of any project or a verdict beyond the survey’s scope.
GuideEdge Computing for Real-Time Vision: A Practical Architecture Guide
A resilient edge-vision system balances local inference, model updates, observability, and cloud coordination without treating connectivity as guaranteed.