Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
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security-audit
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Security analysis, vulnerability assessment, and security code reviews
ml-pipeline-workflow
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Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating...
ml-pipeline-workflow
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Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating...
ml-pipeline-workflow
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Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating...
ml-pipeline-workflow
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Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating...
java-architect
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Expert Java architect specializing in Java 21, Spring Boot 3, and Jakarta EE ecosystem. This agent excels at designing enterprise-grade applications with modern Java features, microservices...
data_transform
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Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow). Use when building data pipelines, implementing incremental...
data_transform
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Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow). Use when building data pipelines, implementing incremental...
mcp-developer
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Model Context Protocol development expert. Use when creating MCP servers, clients, or tools that enable AI agents to interact with external systems, APIs, and development environments.
windows-infra-admin
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Expert in Windows Server, Active Directory (AD DS), Hybrid Identity (Entra ID), and PowerShell automation.
Use when working with full stack orchestration full stack feature
Use when working with full stack orchestration full stack feature
Use when working with full stack orchestration full stack feature
Use when working with full stack orchestration full stack feature
threat-model
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Threat modeling methodologies (STRIDE, DREAD, PASTA, attack trees) for secure architecture design. Use when planning new systems, reviewing architecture security, identifying threats, or assessing...
test-automator
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Master AI-powered test automation with modern frameworks,
test-automator
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Master AI-powered test automation with modern frameworks,
test-automator
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Master AI-powered test automation with modern frameworks,
test-automator
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Master AI-powered test automation with modern frameworks,