Sample implementations for cloud design patterns found in the Azure Architecture Center.

Open-source skills for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills for incident response, root cause analysis, and operational troubleshooting. Use as-is or as a reference for writing your own skills.

A free, open council of 13 voices grounded in the people who built lean and quality: Deming, Ohno, Shingo, Juran, and more. Coil with patience. Strike once.

Actionable training manuals for cybersecurity and data protection compliance.

Process engineering portfolio with maps, analysis frameworks, controls thinking, and improvement methods.

Production-tested DevOps, SRE, Cloud, Kubernetes, Terraform, Ansible, Linux, Networking, Security, and CI/CD operational playbooks focused on investigation, recovery, rollback, verification, and incident response.

Cross-industry PM: Less process, more progress. PM toolkit bridging theory and practice across industries. Features actionable templates, risk assessment tools, empathy maps, and cultural frameworks. Emphasizes outcome-driven delivery over process overhead. Built for practitioners who execute.

Kubernetes operational intelligence dashboard. Aggregates risk across cost, security, waste, and incidents — tells you what to fix first. Read-only, no agents, no cloud credentials.

Strategic framework for digital transformation in multi-national manufacturing. designed for conservative organizations

How do you make AI that uses less resources and that can detect whether a supplier is really eco-friendly?

🕵️‍♂️ Autonomous operations auditor and strategist that cross-references business logs against Standard Operating Procedures (SOPs) using local LLMs (Qwen 7B), LangGraph, and RAG. 100% private, local-first business intelligence.

Power BI supply chain operations dashboard analyzing delivery execution, operational leakage, payload capacity, HR cost, and rider productivity to support data-driven decision-making.

Six Sigma is a data-driven process improvement methodology that uses statistical analysis to reduce defects and variability in business processes, targeting fewer than 3.4 defects per million opportunities.

Spatial MTBF/MTTR analytics dashboard for manufacturing operations. Interactive layout floor heatmap, monthly trend analysis, ML-based predictive simulation, and component-level root cause with prescriptive action planning and ROI. Operational Excellence meets Machine Learning.

Governed automation workflows and operational intelligence for scalable AI delivery.

Interactive PowerBI-style web dashboard analyzing 105k+ process logs. Features automated KPI reporting, bottleneck detection, and operational recommendations for C-suite leadership.