1. Build Reproducibility intermediate

    A build produced a different artefact from the same commit two weeks apart. Why does that matter, and what makes builds reproducible?

    2 min answer postmanreproducibilityprovenancedependencies
  2. Build Reproducibility intermediate

    A team proposes making every build hermetic - pinned toolchains and dependencies, no network access during the build, byte-identical output from the same commit. What does that buy and what does it cost?

    3 min answer build-reproducibilityhermetic-buildssupply-chaincaching
  3. Build Reproducibility intermediate Multiple choice

    A team wants the same commit to produce a bit-identical container image on any machine, any day. Which single change contributes most?

    3 min answer reproducibilitypinningdigestsdeterminism
  4. Build Reproducibility advanced

    Why do reproducible builds matter beyond supply-chain security, and what makes them hard?

    2 min answer reproducibilitydeterminismcachingdebugging
  5. Build Reproducibility intermediate

    Your pipeline builds a container image from a tagged commit. Rebuilding the same tag two weeks later produces a different digest. The application behaves identically. Where does the difference come from, and which parts should you fix?

    3 min answer reproducibilitydeterminismtimestampsdigests
  6. Build vs Buy beginner Multiple choice

    A four-person startup needs SMS phone verification at signup - roughly 20000 messages a month to US numbers. One engineer proposes sending directly through a carrier gateway rather than paying a provider such as Twilio. Which fact should decide it?

    3 min answer build-vs-buysmscompliancevendor
  7. Build vs Buy intermediate Multiple choice

    A platform must decide whether to build or buy a capability. What is the primary test, and what is the pattern that usually works?

    2 min answer build-vs-buydifferentiationceilingdata
  8. Build vs Buy intermediate

    A team proposes building an authentication service rather than buying one, arguing it is two weeks of work. Respond.

    2 min answer decisioncostsecurity
  9. Build vs Buy advanced

    Your company needs a feature flag and experimentation platform. A vendor charges a substantial annual fee; a team estimates six weeks to build one. Decide.

    2 min answer build-buytcodifferentiationdecision
  10. Build vs Buy advanced

    A B2B commerce platform must decide whether to build its own logistics network or partner. What should drive the decision beyond cost?

    2 min answer udaandelhiverybuild-vs-buydifferentiation
  11. Build vs Buy advanced Multiple choice

    A platform must decide whether to build its own routing and dispatch optimisation or buy a commercial service. What decides it?

    2 min answer build-vs-buydifferentiationcapabilitydependency
  12. Build vs Buy intermediate

    How do you decide whether to build or buy a capability, and what makes the decision reversible?

    2 min answer build-vs-buydifferentiationexit-costtco