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49 results
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
Debug & Fix
plusOptimise code performance and application speed by identifying bottlenecks and applying appropriate optimisation techniques to reduce respon
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
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.
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
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
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
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
Professional REST API Design with OpenAPI Contract
plusDesign a consistent REST API (resources, verbs, status codes, pagination, errors, auth, versioning) with a valid OpenAPI 3.1 contract and co
Correct and Optimized SQL Query with Execution Plan
plusTurn a described requirement into a correct optimized SQL query, with execution-plan reasoning, suggested indexes, and performance alternati
Precise and Safe Regex Builder with Tests
plusTurn a text-pattern description into a correct regex for the target flavor, with part-by-part explanation, match/no-match cases, and ReDoS a
Architecture Decision Record with Trade-off Analysis
proDocument an architecture decision as a professional ADR: context, alternatives with trade-offs, the decision and rationale, consequences, an
Explain Unfamiliar Code with Flow Map and Hidden Risks
freeExplain unfamiliar code at three levels (overview, line-by-line, flow), surfacing hidden risks and implicit assumptions, without inventing b
Performance Optimization with Measure-First Method
proOptimize a slow code path by pinpointing the bottleneck via measurement, analyzing complexity, and delivering a complete optimized version w
OWASP Top 10 Code Security Audit with Fixes
proAudit code against OWASP Top 10 (2021), rank findings by severity, and deliver a complete fix for each confirmed vulnerability without false
Author a Multi-stage Dockerfile and Integrated CI Pipeline
plusCreate a secure multi-stage Dockerfile and an integrated CI pipeline (build, lint, test, scan, deploy) that run as-is, with a non-root user
Full Distributed System Architecture Design
proDesign a full distributed system architecture linking components, data, and flows with justified decisions and explicit trade-offs, security
Monolith-to-Microservices Decomposition Plan
proAnalyze a monolith and decompose it into microservices with domain-driven boundaries, a gradual migration plan, and clear trade-offs, withou
Relational Schema Design with Indexing Strategy
freeDesign a normalized relational schema with keys, constraints, and indexes justified by real queries plus a migration plan, without inventing
Complete API Contract with Valid OpenAPI Spec
plusDesign a complete REST API contract as a valid OpenAPI 3.1 spec: paths, schemas, status codes, auth, and errors, without inventing nonstanda
Secure Multi-Stage CI/CD Pipeline Design
plusDesign a multi-stage CI/CD pipeline with quality gates, security scans, secret management, safe deployment, and rollback, without inventing
Secure Parameterized Infrastructure-as-Code
proWrite a parameterized Infrastructure-as-Code module with secure state, least privilege, encryption, and tagging, without inventing resources
Methodical Performance Profiling and Optimization Plan
freeMethodically profile a system from real measurements, locate bottlenecks, and propose impact-ranked optimizations while warning against prem
Safe Concurrency Design Free of Races and Deadlocks
proDesign a safe concurrency solution preventing data races and deadlocks and ensuring correctness under parallel load, with a justified model
Caching Strategy Design with Consistent Invalidation
plusDesign a multi-layer caching strategy with the right read/write pattern, consistent invalidation, and stampede handling, without inventing c
Actionable Observability and Logging Design
plusDesign a complete observability stack (structured logs, metrics, distributed tracing) with actionable alerts and sensitive-data protection,
Robust Idempotent ETL Data Pipeline Design
proDesign a robust, safely re-runnable ETL pipeline with data quality, failure handling, and privacy, without inventing connectors or transform
Zero-Downtime Database Migration Plan
plusDesign a zero-downtime schema or data migration using the expand-then-contract pattern, with backward compatibility, safe rollback, and veri
Reproducible ML Model Training Pipeline
plusDesign a reproducible ML training pipeline from data prep to evaluation and persistence, with seed pinning, experiment tracking, and data se
Production Prompt Engineering for an LLM Feature
freeDesign a production system prompt for an LLM feature with precise role, output, and guardrails, plus testing and anti-injection strategy, wi
End-to-End RAG System Design
plusDesign a complete RAG system from chunking and embedding to source-grounded generation, with quality evaluation and document security, witho
Auditable Data-Cleaning Pipeline
freeWrite a data-cleaning pipeline detecting anomalies, missing values, and duplicates with documented rules, a before/after quality report, and
Systematic Leakage-Free Feature Engineering
proDesign a feature-engineering methodology that derives strong features, prevents leakage, and documents each one, handling temporal and categ
ML Model Evaluation with Task-Correct Metrics
plusDesign a model-evaluation methodology that picks task-correct metrics and addresses imbalance, generalization gap, and bias, interpreting re
MLOps Model Deployment to Production
proDesign an MLOps deployment plan to production covering packaging, serving, versioning, drift monitoring, and safe rollback, with model and d
End-to-End Recommendation System Design
proDesign a recommendation system that selects the right approach, handles cold start, evaluates without bias, and respects privacy, with justi
Arabic NLP Text-Classification Pipeline
plusDesign an Arabic text-classification pipeline handling normalization, tokenization, class imbalance, and correct-metric evaluation, with Ara
Reproducible Computer-Vision Pipeline
proDesign a computer-vision pipeline for classification or detection covering loading, augmentation, training, and correct-metric evaluation, w
Time-Series Forecasting Code with Sound Temporal Validation
plusWrite a time-series forecasting pipeline handling seasonality, trend, and gaps, with sound temporal validation free of future leakage and co
Vector-DB Integration for Production Semantic Search
proDesign a vector-DB integration for a semantic-search app covering schema, indexing, filtered querying, update management, and security, with