1. Continuous Learning intermediate

    How do you decide what technology to learn deeply and what to know only superficially?

    2 min answer learningfundamentalsdepthobsolescence
  2. Continuous Learning intermediate

    In a fast-moving field, how should an architect decide what to learn deeply and what to learn shallowly?

    2 min answer learningdepthfundamentalsevaluation
  3. Continuous Learning intermediate

    Your fastest answer in design reviews keeps coming from a technology you have not deployed since 2021. What test separates a skill that has become a foundation from one that has become a liability, and what does keeping a skill current actually cost?

    3 min answer continuous-learningunlearningknowledge-debtjudgement
  4. Estimation intermediate

    An architect is asked how long a migration will take and has genuinely no basis for a number. How should estimation be approached so the answer is useful rather than either false precision or a refusal?

    2 min answer estimationuncertaintyrangesdecomposition
  5. Estimation intermediate

    An architect is asked how long a migration will take and has genuinely no idea. What is the responsible answer?

    2 min answer growwestimationuncertaintyranges
  6. Estimation intermediate

    An architect must estimate a large piece of work with genuine uncertainty. What makes an estimate useful rather than misleading?

    2 min answer estimationrangesassumptionsuncertainty
  7. Estimation intermediate

    You are asked how long a migration will take. You genuinely do not know within a factor of three. What do you say?

    2 min answer estimationcommunicationuncertainty
  8. Estimation advanced Multiple choice

    Your capacity plan sizes the platform at twice last year's peak. Ticketmaster's November 2022 Eras Tour onsale took 3.5 billion system requests - four times its previous peak - after inviting 1.5 million verified fans. Which assumption inside a peak-multiple estimate fails first?

    3 min answer ticketmastercapacity-planningestimationpeak-load
  9. Ethics in Architecture intermediate Multiple choice

    A consumer app logs full request and response bodies for 30 days to chase a client bug. The bodies contain home addresses and partial payment identifiers. Which change most reduces foreseeable harm?

    3 min answer data-minimisationloggingprivacyethics
  10. Ethics in Architecture advanced

    A product's growth team wants account deletion to take 30 days of "cooling off", during which the account is recoverable and the user receives win-back emails. The architecture already implements this as a soft-delete flag. What happens when the first erasure request arrives citing a legal right, and what should have been designed differently?

    3 min answer erasuregdprdark-patternsretention
  11. Ethics in Architecture advanced

    An architect is asked to implement something technically straightforward that they believe is harmful to users. What is the professional response?

    2 min answer zerodhaethicsdark-patternsprofessional
  12. Ethics in Architecture advanced

    What ethical questions belong in an architecture review, and who should raise them?

    2 min answer ethicsprivacyminimisationaccessibility