OpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Mandatory code reviews via /code-review before commits and deploys
Prevent semantic code duplication with capability index and check-before-write
Universal coding patterns, constraints, TDD workflow, atomic todos
Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
Implement Zero Trust security model with identity verification, microsegmentation, least privilege access, and...
Write effective user stories that capture requirements from the user's perspective. Create clear stories with...
Create detailed user personas based on research and data. Develop realistic representations of target users to guide...
Implement uptime monitoring and status page systems for tracking service availability. Use when monitoring...
Analyze temporal data patterns including trends, seasonality, autocorrelation, and forecasting for time series...
Design and implement scalable test automation frameworks with Page Object Model, fixtures, and reporting. Use for...
Create detailed technical specifications, requirements documents, design documents, and system architecture specs....
Analyze time-to-event data, calculate survival probabilities, and compare groups using Kaplan-Meier and Cox...
Manage stakeholder expectations and engagement through targeted communication, regular updates, and relationship...
Implement server-side rendering with template engines, view layers, and dynamic content generation. Use when...
Implement comprehensive security audit logging for compliance, forensics, and SIEM integration. Use when building...
Develop Ruby on Rails applications with models, controllers, views, Active Record ORM, authentication, and RESTful...
Build predictive models using linear regression, polynomial regression, and regularized regression for continuous...
Build recommendation systems using collaborative filtering, content-based filtering, matrix factorization, and...