1. API Gateways advanced

    Your API gateway configuration has grown to 8,000 lines with request transformations and cross-service orchestration. Changes require a platform team ticket and take two weeks. How do you fix this?

    2 min answer api-gatewaycouplingplatformtimeouts
  2. Network Performance advanced

    A connected-vehicle fleet sends telemetry over unreliable mobile networks with limited bandwidth and intermittent connectivity. What protocol and session characteristics matter, and what is the wrong choice?

    2 min answer atheriotmqttconstrained
  3. Network Performance advanced

    A global SaaS product has a 200 ms p95 API budget. Users in Sydney see 900 ms against a single US-East deployment. The application team says the service responds in 40 ms. Who is right and what do you do?

    2 min answer latencyrttglobalcdn
  4. Network Performance intermediate

    A managed database platform sees connection exhaustion when customers run serverless functions against it. Why does this happen and what is the fix?

    2 min answer supabaseconnection-poolingserverlessdatabase
  5. Network Performance advanced

    A search tier fans every query out to 60 shards and merges the replies. The merged p99 jumps from 40 ms to 240 ms, with a few requests at 440 ms. Shard CPU is flat, no individual shard's p99 moved, and the latency increments are almost exactly 200 ms. What failed?

    3 min answer incasttcpfan-outswitch-buffers
  6. Network Performance advanced

    A short-video platform finds that video startup time, not playback quality, is the strongest predictor of engagement. Which network-level optimisations matter most?

    2 min answer latencystartup-timeprefetchquic
  7. Network Troubleshooting advanced

    0.5% of requests time out. It is not correlated with any instance, endpoint, customer or time of day. Where do you look?

    2 min answer debuggingnetworktailmethod
  8. Network Troubleshooting advanced

    A configuration push to thousands of edge locations must complete in under a minute, yet a bad config could take down the whole network. How do you reconcile speed with safety?

    3 min answer edgeconfigurationprogressive-rolloutblast-radius
  9. Network Troubleshooting advanced

    A crypto exchange sees intermittent elevated latency to a market-data provider. Servers are healthy, the provider reports no issues, and the problem appears in bursts. How would you diagnose it?

    2 min answer coindcxtroubleshootinglatencypacket-loss
  10. Network Troubleshooting advanced

    A developer platform receives reports that clones are slow "sometimes, from some places". Server metrics are healthy, error rates are normal, and the team cannot reproduce it. How do you investigate a problem that is invisible from the server side?

    3 min answer troubleshootingclient-side-measurementpacket-lossmtu
  11. Network Troubleshooting advanced

    A user reports intermittent TLS errors from one region only. Walk through your diagnosis.

    2 min answer tlsdiagnosisnetworking
  12. Network Troubleshooting advanced

    After moving a service behind a VPN to an on-premises system, small API calls succeed and large responses hang indefinitely. Walk through the diagnosis.

    2 min answer mtuvpnicmptroubleshooting