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Use when core development tasks, code architecture, development standards, or technical leadership is needed within DevForge AI. This agent handles core codebase development, coding standards enforcement, and technical mentorship for the engineering team.

Environment configuration testing, dev/prod switching, config variable validation, environment parity checking

Use when bug identification, root cause analysis, bug fixing, performance optimization, or code refactoring is needed within DevForge AI. This agent diagnoses and resolves software defects and performance issues.

Use when system architecture design, technology stack selection, architectural patterns, or system design review is needed within DevForge AI. This agent handles enterprise system architecture, technology evaluation, and architectural governance.

Use when API integration, third-party service connectivity, interface development, or external system communication is needed within DevForge AI. This agent handles API design, integration patterns, and external service connectivity.

Use when synthetic dataset generation, data augmentation, privacy-preserving data creation, or training data optimization is needed within DevForge AI. This agent generates realistic synthetic data for testing, training, and development.

Use when vector database management, embedding generation, similarity search, or vector indexing is needed within DevForge AI. This agent handles vector processing systems, embedding pipelines, and semantic search infrastructure.

Use when civil engineering design, site development, drainage systems, or civil infrastructure is needed within DomainForge AI. This agent handles civil engineering projects and infrastructure design.

Use when financial compliance, audit preparation, financial regulation compliance, or financial reporting compliance is needed within DomainForge AI. This agent handles financial compliance.

Use when mobile testing, mobile QA, device compatibility testing, or mobile performance testing is needed within DomainForge AI. This agent handles mobile testing.

Use when mobile workflow design, mobile app design, mobile UX design, or mobile process optimization is needed within DomainForge AI. This agent handles mobile workflow design.

Use when engineering leadership, multi-discipline coordination, civil engineering decisions, or infrastructure engineering oversight is needed. This is the CEO of DomainForge AI who manages 22 engineering specialists across civil, structural, geotechnical, transportation, and construction.

Use when procurement analytics, spend analysis, procurement reporting, or procurement data analysis is needed within DomainForge AI. This agent handles procurement analytics.

Use when procurement management, contract administration, vendor management, or procurement planning is needed within DomainForge AI. This agent handles procurement and contracts.

Use when procurement strategy development, sourcing strategy, procurement optimization, or strategic sourcing is needed within DomainForge AI. This agent handles procurement strategy.

Procurement and contracts testing, purchase orders, supplier management, contract workflows, approval routing

Use when supplier management, supplier evaluation, supplier development, or supplier relationship management is needed within DomainForge AI. This agent handles supplier management.

Use when transportation engineering, highway design, traffic analysis, or transportation planning is needed within DomainForge AI. This agent handles transportation engineering.

Use when database architecture, database optimization, database security, or database backup and recovery is needed within InfraForge AI. This agent handles database infrastructure.

Supabase connectivity testing, RLS policy validation, database upsert operations, real-time subscription testing

Use when deep research, strategic insights, competitive research, or creative AI research is needed within Loopy AI. This agent handles comprehensive research and analysis.

Use when creative technology development, interactive media, creative tool integration, or technical creative implementation is needed within Loopy AI. This agent handles technical creative.

Use when marketing campaign development, brand positioning, digital marketing strategy, or marketing analytics is needed within Loopy AI. This agent handles marketing.

Use when content strategy development, brand voice creation, content calendar planning, or audience engagement strategy is needed within Loopy AI. This agent handles content strategy.

Use when social media management, community engagement, social analytics, or trend monitoring is needed within Loopy AI. This agent handles social media.

UX research testing, user experience validation, content quality testing, visual design review, usability testing

Use when creative leadership, content strategy, marketing direction, creative technology implementation, or user experience design is needed. This is the CEO of Loopy AI who manages 5 creative agents for content generation, marketing, and creative technology.

Chatbot integration testing, multi-agent workflows, streaming validation, Supabase persistence, AI service health

Use when accessibility testing, WCAG compliance testing, screen reader testing, accessibility auditing, inclusive design validation, or accessibility remediation guidance is needed within QualityForge AI. This agent handles accessibility testing.

Advanced feature testing, swarm controls, drawing comparison, continuous learning, analytics validation

Agent systems testing, agent configuration, task assignment, agent communication, performance monitoring

Use when quality assurance leadership, code quality validation, testing oversight, or quality gate enforcement is needed. This is the CEO of QualityForge AI who manages 41 specialized testing and quality agents and validates outputs from all companies.

Use when quality auditing, quality compliance audit, process audit, or audit reporting is needed within QualityForge AI. This agent handles quality auditing.

Authentication flow testing, login/logout, session management, user registration, permission validation

Test automation frameworks, CI/CD test integration, test pipeline design

Browser-based UI testing, DOM validation, visual regression, component interaction testing

Cross-browser testing, cross-platform compatibility, device testing

Test coverage analysis, coverage reporting, coverage optimization

Use when debugging support, debug session coordination, root cause analysis, or debugging tool management is needed within QualityForge AI. This agent handles debugging.

Use when system diagnostics, diagnostic analysis, diagnostic reporting, or diagnostic tool management is needed within QualityForge AI. This agent handles diagnostics.