syt942
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Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
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