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All models Claude Opus 4.8 Claude Sonnet 4.7 Claude Haiku 4.6 GPT-5.5 GPT-5.5 Pro Gemini 3 Pro Gemini 2.5 Flash Grok 4

28 results

Code Translation Between Languages

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Create clear, well-structured technical documentation covering functions, APIs, and usage examples to streamline project maintenance and onb

claude-sonnet-4-7 2,138 previews 0 uses

Unit Tests Writer

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Review code for common security vulnerabilities such as SQL Injection, XSS, and CSRF, and provide precise technical recommendations to harde

claude-sonnet-4-7 2,013 previews 0 uses

React Performance Optimization Audit (Core Web Vitals + Bundle)

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For engineers battling slow React apps: audit LCP/CLS/INP, expose wasteful re-renders and bundle bloat, deliver an actionable fix roadmap.

claude-sonnet-4-7 3,766 previews 0 uses

OAuth2/OIDC Authentication Flow Implementation Review

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For security and backend engineers: audit OAuth2/OIDC to find CSRF, token leakage, JWT misconfiguration, with complete PKCE and rotating ref

claude-sonnet-4-7 3,254 previews 0 uses

Debug & Fix

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Optimise code performance and application speed by identifying bottlenecks and applying appropriate optimisation techniques to reduce respon

claude-sonnet-4-7 2,038 previews 0 uses

Dockerfile Multi-stage Build Review

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Review a Dockerfile across 10 dimensions (multi-stage, cache layers, image size, security, non-root user) with a buildable optimized version

claude-sonnet-4-7 3,616 previews 0 uses

GitHub Actions CI/CD Review

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Review a GitHub Actions workflow across 10 dimensions (security, secrets, caching, concurrency, OIDC) with an optimized runnable version.

claude-sonnet-4-7 3,666 previews 0 uses

Terraform Module Review

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Review a Terraform module across 10 dimensions (state, providers, variables, outputs, composition, security) with actionable fixes.

claude-sonnet-4-7 3,691 previews 0 uses

GraphQL Schema Design + Resolver Review

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For engineers building GraphQL APIs: audit schema for N+1 problems, over-fetching, and security gaps, with complete DataLoader and paginatio

claude-sonnet-4-7 2,475 previews 0 uses

Redis Caching Strategy + Cache Invalidation Patterns

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For backend engineers: design a robust Redis layer with Cache-Aside, Write-Through, TTL strategy, Cache Stampede prevention, and safe invali

claude-sonnet-4-7 3,179 previews 0 uses

Load Testing Strategy (k6/Artillery) + Performance Budget

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For engineers pre-launch: design k6/Artillery scenarios simulating real peak traffic, define performance budgets, and produce CI/CD-ready th

claude-sonnet-4-7 3,229 previews 0 uses

Mobile App React Native Performance Review

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For React Native engineers: audit JS Thread jank, FlatList rendering, and memory leaks with complete Hermes profiling and Flipper diagnostic

claude-sonnet-4-7 3,279 previews 0 uses

Production-Readiness Code Review

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Review a pull request across seven axes (correctness, security, performance, readability, tests, error handling, design) with line-anchored

claude-sonnet-4-7 2,099 previews 0 uses

Behavior-Preserving Refactor in Small Steps

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Refactor tangled code into clean units through small behavior-preserving steps, with a safety-net test and complete final code free of any T

claude-sonnet-4-7 2,124 previews 0 uses

Professional REST API Design with OpenAPI Contract

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Design a consistent REST API (resources, verbs, status codes, pagination, errors, auth, versioning) with a valid OpenAPI 3.1 contract and co

claude-sonnet-4-7 2,074 previews 0 uses

Correct and Optimized SQL Query with Execution Plan

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Turn a described requirement into a correct optimized SQL query, with execution-plan reasoning, suggested indexes, and performance alternati

claude-sonnet-4-7 1,999 previews 0 uses

Precise and Safe Regex Builder with Tests

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Turn a text-pattern description into a correct regex for the target flavor, with part-by-part explanation, match/no-match cases, and ReDoS a

claude-sonnet-4-7 2,024 previews 0 uses

Author a Multi-stage Dockerfile and Integrated CI Pipeline

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Create a secure multi-stage Dockerfile and an integrated CI pipeline (build, lint, test, scan, deploy) that run as-is, with a non-root user

claude-sonnet-4-7 2,386 previews 0 uses

Complete API Contract with Valid OpenAPI Spec

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Design a complete REST API contract as a valid OpenAPI 3.1 spec: paths, schemas, status codes, auth, and errors, without inventing nonstanda

claude-sonnet-4-7 2,723 previews 0 uses

Secure Multi-Stage CI/CD Pipeline Design

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Design a multi-stage CI/CD pipeline with quality gates, security scans, secret management, safe deployment, and rollback, without inventing

claude-sonnet-4-7 2,748 previews 0 uses

Caching Strategy Design with Consistent Invalidation

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Design a multi-layer caching strategy with the right read/write pattern, consistent invalidation, and stampede handling, without inventing c

claude-sonnet-4-7 2,848 previews 0 uses

Actionable Observability and Logging Design

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Design a complete observability stack (structured logs, metrics, distributed tracing) with actionable alerts and sensitive-data protection,

claude-sonnet-4-7 3,056 previews 0 uses

Zero-Downtime Database Migration Plan

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Design a zero-downtime schema or data migration using the expand-then-contract pattern, with backward compatibility, safe rollback, and veri

claude-sonnet-4-7 3,106 previews 0 uses

Reproducible ML Model Training Pipeline

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Design a reproducible ML training pipeline from data prep to evaluation and persistence, with seed pinning, experiment tracking, and data se

claude-sonnet-4-7 2,030 previews 0 uses

End-to-End RAG System Design

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Design a complete RAG system from chunking and embedding to source-grounded generation, with quality evaluation and document security, witho

claude-sonnet-4-7 1,980 previews 0 uses

ML Model Evaluation with Task-Correct Metrics

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Design a model-evaluation methodology that picks task-correct metrics and addresses imbalance, generalization gap, and bias, interpreting re

claude-sonnet-4-7 2,055 previews 0 uses

Arabic NLP Text-Classification Pipeline

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Design an Arabic text-classification pipeline handling normalization, tokenization, class imbalance, and correct-metric evaluation, with Ara

claude-sonnet-4-7 3,858 previews 0 uses

Time-Series Forecasting Code with Sound Temporal Validation

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Write a time-series forecasting pipeline handling seasonality, trend, and gaps, with sound temporal validation free of future leakage and co

claude-sonnet-4-7 3,079 previews 0 uses

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