Designs comprehensive software solution architectures including system components, technology stacks, integration patterns, scalability strategies, and deployment models. Produces architecture...
AWS EC2 virtual machine management for instances, AMIs, and networking. Use when launching instances, configuring security groups, managing key pairs, troubleshooting connectivity, or automating...
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when...
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when...
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when...
Guide safe refactoring with research-backed discipline and small-change rigor. Produce refactoring approach, step sequence, and risk assessment. Use when modifying existing code, improving...
Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and high availability.
Use when testing plans or decisions for blind spots, need adversarial review before launch, validating strategy against worst-case scenarios, building consensus through structured debate,...
Build comprehensive ML pipelines, experiment tracking, and model
Build comprehensive ML pipelines, experiment tracking, and model
Build comprehensive ML pipelines, experiment tracking, and model
Build comprehensive ML pipelines, experiment tracking, and model
Build comprehensive ML pipelines, experiment tracking, and model
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when...
Pre-deployment security audit for web applications. Use when reviewing code before shipping, auditing an existing application, or when users mention "security review," "ready to deploy," "going to...
Justin's personal blog writing style for Hugo site content. Triggers: blog posts, weekly updates, technical tutorials. Covers conversational tone, honest reflection, technical accessibility,...
|
Organize and categorize files into logical structures. Creates folder hierarchies, renames files systematically, and consolidates related data.
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load...
Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load...