Enterprise Agile • AI workflow systems • Practical technical delivery

I help complex work become clearer, more repeatable, and easier to improve.

I’m Michael Stables: a SAFe SPC, Release Train Engineer, Agile coach, developer, and hands-on AI workflow builder. My work sits where enterprise delivery, systems thinking, and practical automation meet.

I help organizations and builders turn fragmented process, scattered knowledge, and repeated manual effort into workflows people can understand, test, and maintain.

SAFe SPC / RTE experience Agile coaching and delivery leadership in complex environments AI workflow prototypes for SEO, retrieval, and documentation Developer background plus Agile leadership

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Not ready for a full build? Start smaller with a $49 Workflow Review to rescue a fragile workflow or validate a new idea before you build.

Enterprise leadership

SAFe, RTE, Agile coaching, delivery coordination, and process improvement in complex team environments.

Review experience

Workflow consulting

Focused help for solo builders, teams, and businesses dealing with manual, fragile, or disconnected workflows.

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Builder proof

Public projects, workflow libraries, local AI experiments, and case studies that show how the systems are built.

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Agile leadership • AI workflow systems • Automation strategy • Delivery clarity

About

Enterprise credibility, practical systems thinking, and hands-on building

My background combines enterprise Agile leadership, software delivery, coaching, facilitation, military logistics, and hands-on systems work. That mix helps me see both the operating environment and the technical path for improving it.

On the enterprise side, that means alignment, delivery habits, clearer ceremonies, and process improvement. On the consulting and builder side, it means workflow audits, automation prototypes, local AI experiments, and reusable systems people can actually operate.

AI is useful when it is attached to a real workflow, a clear owner, and a reviewable output. That is the part I care about most.

How I Help

Consulting starts with one workflow that is costing too much time

For solo builders, small technical teams, and organizations with a clear friction point, I help identify one recurring process worth improving, decide what should stay human, and turn the best opportunity into a practical workflow system.

Workflow Audit

Map the current process, identify where work stalls or creates cleanup, and decide what should stay manual, be improved, or be automated.

Prototype Sprint

Build a lightweight working version of one useful workflow, such as research cleanup, status reporting, meeting notes, content planning, knowledge retrieval, or handoff support.

Team Enablement

Create reusable prompts, templates, operating rules, and documentation so the workflow can be repeated without depending on one person’s memory.

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Case Studies

Proof that the systems work is practical, not theoretical

Selected work showing the same pattern across different contexts: find the friction, build the smallest useful system, keep the output reviewable, and document the handoff.

Workflow library case study

GetPrompting Free n8n Workflow Library

Created a public workflow library with tutorials, GitHub repos, documentation, screenshots, and a content cluster that teaches practical automation patterns.

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Flagship local AI system

Pixel Command Center

Built a local command center for planning, knowledge retrieval, content, guarded coding, documents, email review, images, Reels, and local AI services from one interface.

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n8n workflow case study

Daily Action Brief Builder

Turned messy working notes into a reusable n8n workflow that creates a clean Google Doc action brief.

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AI workflow case study

SEO Keyword Research Automation

Turned manual keyword research cleanup into a repeatable workflow that produces cleaner planning data for content decisions.

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Live client project

Physics of Value

Stabilized and polished a complex WordPress presentation layer so a live client site became easier to review, navigate, and trust.

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Contact

Ready to improve a workflow?

If you have a recurring process that is taking too much time, I can help you map it, decide whether AI or automation belongs there, and build a practical next step.

Workflow reviews are $49. Focused workflow cleanup starts at $250, and prototype sprints usually start at $750 after scope is confirmed.

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