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Security

Explicitly set a service account private key file for service accounts on the controller manager to allow key rotation.

Development

Complete guide for application and script logging, error monitoring, and request logs, including best practices.

Development

Retrieves details of a specific Microsoft 365 Copilot change notification subscription by its unique ID. Useful for inspecting subscription configuration, expiration date, or notification URL.

Data & AI

Analyzes and improves AI prompts for safety, bias, security vulnerabilities, and effectiveness, providing detailed recommendations.

DevOps

Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.

Data & AI

Expert in vector databases, embedding strategies, and semantic search. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications and recommendation systems.

Testing

Browser automation CLI for AI agents: navigate pages, fill forms, click buttons, take screenshots, extract data, test web apps. Also supports Electron desktop apps and Slack.

Development

Guidance for using the asc CLI in this repo, covering commands, flags, output formats, pagination, auth, and discovery.

Documentation

Generates comprehensive C4 architecture documentation (Context, Container, Component, Code) from a codebase using a bottom-up analysis workflow.

Development

Create animations that build user confidence and credibility with predictable, controlled motion.

DevOps

Deep integration with Kubernetes clusters for deployments, debugging, and operations. Execute kubectl commands, analyze logs/events/resources, generate and validate manifests.

Documentation

Generate comprehensive C4 architecture documentation for an existing repository using a bottom-up analysis.