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Comprehensive Code Review
ProPerform a comprehensive code review covering OWASP security, performance optimization, testing gaps, and PDPL data protection for Saudi appl...
Code Translation Between Languages
PlusCreate clear, well-structured technical documentation covering functions, APIs, and usage examples to streamline project maintenance and onb...
Unit Tests Writer
PlusReview code for common security vulnerabilities such as SQL Injection, XSS, and CSRF, and provide precise technical recommendations to harde...
React Performance Optimization Audit (Core Web Vitals + Bundle)
PlusFor engineers battling slow React apps: audit LCP/CLS/INP, expose wasteful re-renders and bundle bloat, deliver an actionable fix roadmap....
OAuth2/OIDC Authentication Flow Implementation Review
PlusFor security and backend engineers: audit OAuth2/OIDC to find CSRF, token leakage, JWT misconfiguration, with complete PKCE and rotating ref...
REST API Design
ProDesign a REST API following OpenAPI 3.0, OAuth2/JWT authentication, rate limiting, and Saudi e-government interoperability standards...
SQL Query Optimization
ProReview database schema and queries to verify efficiency, security, and data integrity, with recommendations for indexing and normalisation i...
Debug & Fix
PlusOptimise code performance and application speed by identifying bottlenecks and applying appropriate optimisation techniques to reduce respon...
Refactor Code
ProWrite comprehensive test cases and automated test scripts that ensure code quality and early bug detection, covering unit, functional, and b...
Code Explainer for Learners
FreeExplain any code snippet pedagogically from general to specific, link to standard patterns, and surface common pitfalls....
Design Pattern Selector
ProAnalyze the engineering problem and propose the best-fit pattern from GoF + modern patterns, with trade-offs and runnable code....
Architecture Review
ProReview system architecture (diagram or description) across 12 industry dimensions (4+1 view + SOLID + common pitfalls), with actionable recs...
Dockerfile Multi-stage Build Review
PlusReview a Dockerfile across 10 dimensions (multi-stage, cache layers, image size, security, non-root user) with a buildable optimized version...
Kubernetes Manifests Review
ProReview Deployment + Service + Ingress + ConfigMap across 12 dimensions (probes, resources, PodSecurity, NetworkPolicy) with corrected manife...
GitHub Actions CI/CD Review
PlusReview a GitHub Actions workflow across 10 dimensions (security, secrets, caching, concurrency, OIDC) with an optimized runnable version....
Terraform Module Review
PlusReview a Terraform module across 10 dimensions (state, providers, variables, outputs, composition, security) with actionable fixes....
Relational Schema Design (PostgreSQL)
ProDesign a PostgreSQL schema in 9 steps (ERD, normalization, indexes, constraints, migration plan) with runnable DDL....
DynamoDB Single-Table Design
ProDesign DynamoDB single-table in 8 steps (access patterns, PK/SK, GSIs, item collections) with AWS SDK code examples....
GraphQL Schema Design + Resolver Review
PlusFor engineers building GraphQL APIs: audit schema for N+1 problems, over-fetching, and security gaps, with complete DataLoader and paginatio...
Event-Driven Architecture Design (Kafka / SQS / EventBridge)
ProFor infrastructure architects: design a robust EDA with event schema, dead letter queue, idempotency, and fault-recovery mechanisms for each...
Database Migration Strategy (Zero-Downtime, Large Tables)
ProFor database engineers: apply Expand-Contract Pattern to migrate tables with millions of rows without locks or downtime, with rollback plan ...
Redis Caching Strategy + Cache Invalidation Patterns
PlusFor backend engineers: design a robust Redis layer with Cache-Aside, Write-Through, TTL strategy, Cache Stampede prevention, and safe invali...
Load Testing Strategy (k6/Artillery) + Performance Budget
PlusFor engineers pre-launch: design k6/Artillery scenarios simulating real peak traffic, define performance budgets, and produce CI/CD-ready th...
Microservices API Gateway Design (Rate Limiting, Auth, Routing)
ProFor architects: design a robust API Gateway with Token Bucket rate limiting, JWT validation, and circuit breaker for microservices environme...
Mobile App React Native Performance Review
PlusFor React Native engineers: audit JS Thread jank, FlatList rendering, and memory leaks with complete Hermes profiling and Flipper diagnostic...
Machine Learning Pipeline Code Review (Python + MLflow)
ProFor ML engineers: audit pipeline from ingestion to deployment with data leakage detection, model registry, serving API, and drift monitoring...
Systematic Bug-Tracing and Fix Helper
FreeAnalyze a bug through a structured hypothesis method, isolate the root cause, and deliver a complete runnable fix with no TODOs or stubs, pl...
Production-Readiness Code Review
PlusReview a pull request across seven axes (correctness, security, performance, readability, tests, error handling, design) with line-anchored ...
Behavior-Preserving Refactor in Small Steps
PlusRefactor tangled code into clean units through small behavior-preserving steps, with a safety-net test and complete final code free of any T...
Comprehensive Test Suite with Edge-Case Coverage
FreeWrite an organized test suite (happy, edge, failure, security) for a code unit using the right framework, with complete runnable test code a...
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