Training & Coaching

Training & Coaching
You learn by shipping.
Not by watching slides.

Hands-on methodology transfer applied to your real project. The same system behind 596K lines of production code, 10 deployed systems, and a 97.6% cost reduction vs. industry rates.

Shipping on your own project by week 2

Full framework transfer in 4–8 weeks

Both formats hands-on

Start Training See the Format

596K

Lines of code behind the method

Production systems validated

97.6%

Cost reduction vs. industry build rates

4–8 wks

Full framework transfer

Week 2

Shipping on your own project

01 — Flagship Program

Ship Your MVP Using CEM

The most concrete application of CEM. Learn the method by shipping an actual MVP.

Flagship

Ship your MVP using CEM

You don't learn the method in the abstract — you learn it by deploying a production MVP. Every mechanism gets applied to a real build: Foundation setup, Pendulum decisions, Nested Cycles, Scaffold from existing assets, and the full tactical escalation chain.

Define Vision and Target for your specific product

Build Foundation from scratch — templates, components, stored patterns

Execute Nested Cycles against a real deployment timeline

Apply the 80% Premise — ship at 80%, let the system close the gap

Manage AI drift in production: SPR, Stop and Recap, Run It Back

Walk away with a deployed MVP and a Foundation that compounds into your next build

4–6 wks

Typical duration

Deployed

MVP at completion

Full CEM

Framework transfer

Reusable

Foundation for next build

Start Here

02 — How It Works

How It Works

Pick the format that fits how you work. Both are hands-on. Both apply the method to your actual project.

Format 01

1-on-1 Coaching

Direct sessions with the operator who built all 10 systems. You bring your project — we apply the method to it in real time.

4–8 wks

Duration

2×/wk

Sessions

Full CEM

Deliverable

Full framework transfer — architecture through failure modes

AI-as-Enabler setup: prompt architecture, Multi-Thread Workflow, parallel execution

Live mechanism drills on your real project

Governor calibration and failure mode recognition

Format 02

Embedded Team Training

I work alongside your team. Same tools, same codebase, same daily rhythm. The method transfers through shared execution.

2–6 wks

Duration

Daily

Cadence

Team CEM

Deliverable

Layer ownership model applied to your people

Foundation architecture built from your existing codebase

Sweeps cadence, Regroup rhythms, Routing between members

Measurable benchmarks — rework rate, cycle duration, Foundation reuse

03 — Deliverables

What You Walk Away With

Not a certificate. Not a PDF. Tangible outputs you'll use the day after training ends.

A configured Foundation

Templates, stored assets, and reusable patterns built from your actual project — ready to compound from day one.

Calibrated cycle rhythms

Nested Cycle structure tuned to your work — Micro, Sprint, Build, and Integration timeboxes you can run independently.

Multi-Thread Workflow setup

Your physical execution environment configured — research, primary, and AI panes running in parallel.

Governor + failure mode recognition

The judgment layer calibrated to your risk profile. You'll know when to push and when to stop before it costs you cycles.

AI prompt architecture

Structured prompts, escalation chains (SPR → Stop and Recap → Run It Back), and drift management built for your stack.

Compounding benchmarks

Baseline measurements and targets for rework rate, cycle duration, and Foundation reuse — so you can track acceleration.

04 — Who It's For

Is This Right for You?

This isn't a beginner course. It's for people already building who want to build faster and better.

Solo / Founder

Solo Developers & Technical Founders

You're already shipping. You want structured execution — not brute force prompting — that compounds output with every cycle.

→ MVP Training or 1-on-1 Coaching

Team

Engineering Teams (2–10)

Coordination overhead is killing your velocity. CEM eliminates the friction between planning and execution so every cycle feeds the next.

→ Embedded Team Training

Leadership

Technical Leaders & CTOs

You need a framework for AI-augmented development that scales across your org — with measurable benchmarks, not ad-hoc tooling.

→ Any format, scoped to your org

05 — Expectations

What This Is — and Isn't

Clear expectations. No fluff, no ambiguity.

This Is Not

A passive video course

Generic "how to use ChatGPT" training

Theoretical frameworks with no production evidence

Motivation or mindset coaching

One-size-fits-all curriculum

This Is

Hands-on methodology transfer through real projects

A production-validated system backed by 596K+ LOC

Applied to your stack, your codebase, your problems

You leave with a deployed MVP and reusable Foundation

Direct access to the operator who built 10 systems in under 2 years