Welcome to the AI Playbook blog
· 3 min read
This blog sits beside the interactive AI Playbook — short notes on architecture choices, consulting practice, and how the 8D methodology fits the tools.
Start here
- Home — choose a path
- AI Solution Engineering guide — full 18-part curriculum
- Build AI systems that survive the enterprise — series hub
- What is AI Solution Engineering?
- End-to-End AI Solution Engineering Framework Playbook
- Frameworks for End-to-End AI Solution Engineering
- AI Solution Engineering Framework roadmap
- AI Consulting Strategy, Frameworks and Roadmap
- AI Governance: NIST AI RMF and the EU AI Act
- AI Governance: Implementing ISO/IEC 42001
- How To Build A Business That Works — Brian Tracy
- Communication: How to Speak with Confidence
- Building Production-Grade AI Agents
- The Complete AI Engineer Roadmap
- The Complete AI Product Builder Roadmap
- The Complete Product Manager Roadmap
- The Complete Engineering Manager Roadmap
- The Complete Forward-Deployed Engineer Roadmap
- AI Engineer roadmap
- AI Agents roadmap
- AI Product Builder roadmap
- Forward-Deployed Engineer roadmap
- AI Product Management roadmap
- Engineering Manager roadmap
- AI Red Teaming roadmap
- AI Red Teaming: Fundamentals to Enterprise Security Testing
- Enterprise AI Security roadmap
- Enterprise AI Security Roadmap
- Model FinOps roadmap
- Model FinOps and AI Cost Engineering
- Framework Library — full consulting and delivery catalogue
- 8D framework guide
- VALUE quality gate
What you will find here
- Cross-cloud AI architecture patterns (AWS, Azure, Google Cloud)
- ConsultAI OS lifecycle notes: stages, workshops, gates, and deliverables
- LLM FinOps: cost models, alternatives, and commercial trade-offs
- Release notes and how-to guides for the playbook itself
How this relates to the app
The interactive playbook remains at the site root. Use it to compare services, score decisions, run workshops, and export briefs. Use this blog to capture the why behind those moves — for stakeholders, future-you, and the team.
Write your next post
Add a Markdown/MDX file under website/blog/ with a front matter block (title, authors, tags), then open a PR. Local preview:
cd website
npm start
The site deploys to /blog/ (home + guide + articles) on every push to main.
Discussion
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