1. Containers advanced

    A developer platform receives thousands of simultaneous builds after a popular framework release. How should build queues, worker pools, priority scheduling, concurrency limits, caching and backpressure prevent capacity collapse?

    2 min answer railwayrenderbuildsqueueing
  2. Containers advanced

    A developer-tools company runs enormous numbers of short-lived build and test containers where startup time dominates total runtime. Which container strategy decisions matter most?

    2 min answer containersimagesbuild-systemscaching
  3. Containers advanced

    An organisation with eight services and four engineers proposes adopting Kubernetes. Make the case against, then name what would change your mind.

    2 min answer kubernetescontainersgoogleover-engineering
  4. Edge Computing beginner Multiple choice

    A team moves request signing from one region to an edge platform. p50 falls from 140 ms to 35 ms and p99 rises from 220 ms to 900 ms. Error rate is unchanged and the platform reports no throttling. Which mechanism most likely explains the tail?

    3 min answer edge-computingdata-gravitycold-startcache
  5. Edge Computing advanced

    A team proposes moving personalisation to edge functions to cut latency. When does that work and when does it backfire?

    2 min answer edgelatencystatecaching
  6. Edge Computing advanced

    An e-commerce product page has cacheable content, a personalised recommendation strip, a logged-in header and a live stock indicator. What runs at the edge and where does each piece of state live?

    3 min answer edgecloudflarecachingpersonalisation
  7. Edge Computing advanced

    Walk me through this one. An executive has read that a delivery network runs more than four thousand points of presence and wants product personalisation moved to the edge this quarter. You have fifteen minutes with them. What do you establish and what do you refuse?

    3 min answer edge-computingakamaidata-residencystakeholder-management
  8. Edge Computing advanced Multiple choice

    Which workloads genuinely belong at the edge, and which become harder there because of state, consistency, debugging or resource limits?

    2 min answer edgelatencystateworkers
  9. Infrastructure as Code intermediate

    A platform manages infrastructure with code, but engineers make emergency console changes during incidents that are never reflected back. What problems does this drift cause, and how should it be handled without blocking incident response?

    2 min answer iacdriftincident-responsegitops
  10. Infrastructure as Code intermediate

    During an incident an engineer makes a manual change in the cloud console. It resolves the issue. What should happen next and what should have prevented it?

    2 min answer iacdriftincidentprocess
  11. Infrastructure as Code intermediate

    Half your production changes are made through the console during incidents. The IaC repository no longer matches reality. What do you do?

    2 min answer iacdriftgovernancebreak-glass
  12. Infrastructure as Code intermediate

    Infrastructure is defined as code, but production has drifted from the definitions through manual incident fixes. How should drift be handled, and what is wrong with simply enforcing the code?

    2 min answer renderiacdriftgitops