ancoleman

Architecting Security guides strategic security design through defense-in-depth layering, zero trust implementation, and structured threat modeling. Map controls to NIST CSF, CIS…

Master continuous integration and deployment by building robust pipelines across multiple platforms. This skill guides you through setting up automated workflows that handle…

Master firewall configuration across UFW, nftables, iptables, and cloud platforms like AWS, GCP, and Azure. This skill covers stateful and stateless rule patterns,…

Select and implement the optimal API pattern for your backend needs. This skill guides you through REST, GraphQL, gRPC, and tRPC with framework recommendations for Python,…

Implementing MLOps equips teams to operationalize machine learning models across the full lifecycle—from experiment tracking and model versioning through feature engineering,…

Build live-updating applications with progressive token streaming for LLM responses, bidirectional chat, and multi-user collaboration. This skill covers protocol selection (SSE…

This skill guides you through structured Git workflows for team collaboration, covering branching strategies like trunk-based development, GitHub Flow, and GitFlow. Learn to…

Model Serving equips you to run LLMs and traditional ML models in production using optimized inference engines like vLLM and BentoML. It covers GPU memory optimization, continuous…

Master real-time data pipelines and event streaming architectures using modern message brokers and processors. This skill covers Kafka, Pulsar, Redpanda, Flink, and Spark across…