Write Ansible playbooks for server provisioning, configuration management, and application deployment. Outputs idempotent plays with roles, handlers, vault-encrypted secrets, and inventory management.
原文语言:英语
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Write Ansible playbooks for server provisioning, configuration management, and application deployment. Outputs idempotent plays with roles, handlers, vault-encrypted secrets, and inventory management.
原文语言:英语
Implement blue-green deployment strategy for zero-downtime releases with instant rollback capability. Outputs infrastructure configuration, traffic switching scripts, health check validation, and rollback procedures.
原文语言:英语
Implement canary release strategy for gradual traffic shifting with automated promotion and rollback. Outputs traffic weight configuration, metric-based promotion gates, and rollback triggers.
原文语言:英语
Implement distributed tracing across microservices using OpenTelemetry. Outputs trace instrumentation, context propagation, sampling configuration, Jaeger/Tempo integration, and trace-based debugging workflows.
原文语言:英语
Design authentication and authorization architecture covering JWT, OAuth2, RBAC, session management, and MFA. Outputs auth flow diagrams, token strategy, permission models, and implementation patterns.
原文语言:英语
Implement event sourcing pattern where state is derived from an immutable sequence of events. Outputs event store design, aggregate patterns, projection builders, and command/event handlers.
原文语言:英语
Design systems that continue operating with reduced functionality when components fail. Outputs fallback strategies, partial failure handling, feature toggles, and user-facing degraded-mode experiences.
原文语言:英语
Design reliable webhook systems with retries, idempotency, and signature verification. Outputs webhook endpoints, delivery guarantees, and security patterns.
原文语言:英语
Design backup and disaster recovery strategies with 3-2-1 rule, automated testing, and recovery procedures. Outputs backup schedules, retention policies, and RTO/RPO targets.
原文语言:英语
Design advanced CI/CD patterns with deployment strategies, progressive delivery, and rollback automation. Outputs pipeline configs, canary deployments, and blue-green setups.
原文语言:英语
Create and manage Helm charts for Kubernetes application deployment. Outputs Chart.yaml, values.yaml, templates with best practices, named templates, hooks, and chart testing configuration.
原文语言:英语
Design and implement centralized log aggregation pipelines using ELK Stack, CloudWatch Logs, or Loki. Outputs shipper configuration, parsing rules, retention policies, and search/alerting setup.
原文语言:英语
Design and analyze A/B tests with statistical significance, sample size calculation, and metric selection. Outputs test design, power analysis, and results interpretation.
原文语言:英语
Design data models for relational and NoSQL databases. Outputs entity relationships, normalization, denormalization strategies, and schema evolution.
原文语言:英语
Design and analyze A/B tests for ML models in production, including traffic splitting, metric selection, statistical significance testing, and safe rollout strategies.
原文语言:英语
Evaluate large language model outputs with automated metrics, human evaluation, and adversarial testing. Outputs eval harnesses, rubrics, and quality scores.
原文语言:英语
Set up ML experiment tracking with MLflow or Weights & Biases. Outputs experiment logging code, model registry integration, hyperparameter tracking, artifact management, and reproducibility configuration.
原文语言:英语
Monitor ML models in production for data drift, concept drift, and performance degradation. Outputs drift detection pipelines, alerting thresholds, retraining triggers, and monitoring dashboards.
原文语言:英语
Evaluate ML model performance with appropriate metrics, validation strategies, and statistical rigor. Outputs evaluation reports, confusion matrices, calibration curves, fairness analysis, and go/no-go recommendations.
原文语言:英语
Design automated ML model retraining pipelines triggered by drift, schedule, or performance degradation. Outputs retraining orchestration, data validation, automated promotion logic, and rollback mechanisms.
原文语言:英语
Implement ML model versioning with registry management, lineage tracking, artifact storage, and deployment lifecycle. Outputs registry setup, versioning conventions, artifact management, and stage transition workflows.
原文语言:英语
Design effective prompts for LLMs. Outputs prompt templates, few-shot examples, chain-of-thought reasoning, and structured output formats.
原文语言:英语
Design encryption strategy with data-at-rest, data-in-transit, and key management. Outputs encryption standards, key rotation, and compliance requirements.
原文语言:英语
Design comprehensive input validation and sanitization to prevent injection attacks, XSS, path traversal, and data corruption. Outputs validation schemas, sanitization functions, and security-focused middleware.
原文语言:英语
Configure HTTP security headers to protect against XSS, clickjacking, MIME sniffing, and other browser-based attacks. Outputs CSP policies, HSTS, X-Frame-Options, and scanning/testing configuration.
原文语言:英语
Design and execute security testing programs covering OWASP Top 10, SAST, DAST, dependency scanning, and penetration testing. Outputs test plans, tool configurations, CI integration, and remediation tracking.
原文语言:英语
Implement automated vulnerability scanning for containers, dependencies, and infrastructure. Outputs Trivy/Grype configuration, CVE triage workflows, remediation SLAs, and compliance reporting.
原文语言:英语
Design and configure API gateway architecture covering routing, authentication, rate limiting, request transformation, and observability. Outputs gateway configuration for Kong, AWS API Gateway, or Nginx, with traffic management and security policies.
原文语言:英语
Design distributed systems with consensus algorithms, partitioning, and eventual consistency. Outputs system architecture, CAP trade-offs, and failure handling.
原文语言:英语
Design high-availability systems with redundancy, failover, and disaster recovery. Outputs architecture diagrams, SLA targets, and failure modes.
原文语言:英语
Design message queue architectures using Kafka, RabbitMQ, or SQS. Outputs topic/queue design, producer/consumer patterns, dead letter queues, ordering guarantees, and scaling configuration.
原文语言:英语
Design and implement service mesh architecture using Istio or Linkerd. Outputs traffic management config, mTLS setup, observability pipelines, circuit breakers, and canary deployment policies.
原文语言:英语
Test web applications for WCAG 2.1 AA accessibility compliance using automated scanning, screen reader testing, and keyboard navigation validation. Outputs axe-core integration, Playwright accessibility tests, and remediation guides.
原文语言:英语
Design chaos experiments to test system resilience. Outputs failure scenarios, blast radius controls, and automated chaos testing.
原文语言:英语
Design and execute load tests to validate system performance under expected and peak traffic. Outputs k6/JMeter scripts, performance baselines, SLO validation, and capacity planning reports.
原文语言:英语
Design a comprehensive testing pyramid strategy covering unit, integration, contract, E2E, and performance tests. Outputs test coverage targets, tooling selection, CI configuration, and quality gates.
原文语言:英语
Implement visual regression testing with screenshot comparison to catch unintended UI changes. Outputs Playwright/Percy test setup, baseline management, diff thresholds, and CI integration.
原文语言:英语
Design and implement gRPC services with Protocol Buffer schemas, streaming patterns, error handling, and client generation. Outputs .proto files, server implementation, client code, and load balancing configuration.
原文语言:英语
Design and build client SDKs for APIs. Outputs idiomatic client libraries with auth handling, retry logic, pagination, error types, and developer experience best practices across Python, TypeScript, and Go.
原文语言:英语
Integrate third-party services via OAuth flows, webhook handling, and API clients. Outputs OAuth implementation, webhook verification, idempotent event handling, and graceful degradation patterns.
原文语言:英语