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Technical Requirements and Specifications Questions

Covers the end to end practice of translating product vision and business goals into clear, actionable technical requirements and specifications that engineering teams can implement. Includes writing product requirement documents and technical specifications with problem statements, success metrics, user and developer personas, API contracts and interfaces, data and schema considerations, functional requirements, and non functional requirements such as performance targets, latency and throughput expectations, scalability goals, reliability targets and service level objectives, security and privacy constraints, backward compatibility, and rollout and migration strategies. Encompasses requirements gathering techniques such as stakeholder identification, discovery conversations, clarifying questions, scoping, constraint identification for budget and timeline, defining measurable acceptance criteria, traceability to business objectives, and documenting assumptions and open questions. Also covers communicating requirements effectively to engineering and cross functional partners, knowing how to be specific without over constraining implementation, iterating requirements as learning emerges, and involving engineers early so they provide technical input and ownership.

HardSystem Design
0 practiced
Design the requirements for an impact analysis tool that maps requirement IDs to code, tests, services, and deployment manifests. Specify expected inputs (PRD, codebase, CI metadata), outputs (impact report with confidence scores), UI actions for reviewers, integration points with ticketing and CI/CD, acceptance criteria for accuracy, and latency constraints for generating reports.
MediumSystem Design
0 practiced
Write a technical requirements section for storing user activity events for analytics. Cover event schema design, ingestion pipeline choice (streaming vs batch), partitioning, retention, compaction, access controls, expected throughput and latency SLAs, and backfill strategies. Include acceptance criteria for end-to-end delivery latency.
MediumSystem Design
0 practiced
Product wants to change user identifiers from integers to UUIDs across services. Design a backward-compatibility and migration plan suitable for a production system: include API versioning strategy, database migration steps, dual-write approach, compatibility layer for clients, rollout with feature flags, monitoring and validation, and rollback procedures.
MediumTechnical
0 practiced
Write acceptance criteria and a high-level test plan for a 'bulk upload CSV of users' feature supporting files up to 1GB, validation rules (email uniqueness), partial failures with per-row errors, resumability, progress reporting, security checks, and a throughput requirement of processing 10k rows per minute. Include success metrics and required observability.
HardTechnical
0 practiced
Write a technical specification for rotating encryption keys used to encrypt user data at rest without downtime. Include KMS integration, envelope encryption details, rolling re-encryption strategy, key metadata management, rollback and fallback handling, audit trails, and testing plans to ensure no data loss and continued compatibility with older keys during rotation.

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