Training & Coaching

Learn the method.
Ship like we do.

The same methodology behind 2,561 commits and 10 production systems — transferred to you or your team. Not theory. The actual operating system.

12
Core Mechanisms
13.4×
Compounding Multiplier
9.6%
Defect Rate
10
Systems Built
13.4×
Compounding Multiplier
12
Mechanisms Stacked
9.6%
Defect Rate
M1 M2 M3 M4 M5 M6 M7 M8 M9 M10 M11 M12 LINEAR
Cycle Velocity
01 — Curriculum

What You Learn

Three domains. Each one compounds on the last.

01
Framework Architecture
Above the System (Vision, Target, 80% Premise), Requirements (AI as Enabler, The Operator), Team Structure from solo to optimal 4-person layer stacks, the Death Traps (No Backlog, No Long Planning), and the five architectural layers that connect everything.
02
12 Mechanisms + Tactics
The operating system: Foundation, Pendulum, Nested Cycles, Sweeps, Patterns, Regroup, Governor, Micro-Triage, Multi-Thread Workflow, Bridge, Scaffold, Burst. Plus the tactical escalation chain: SPR, Stop and Recap, Stop. Run It Back.
03
Applications + Failure Modes
Four applications (Build-as-Validation, Parallel MVP, Time Compression, Routing), supporting concepts (Storage Discipline, Breadcrumbs, Spiral Anatomy, Environmental Control), and the 8 failure patterns — Foundation Rot, Cycle Stall, Governor Blindness, Compounding Reversal, and more.
02 — Formats

How It Works

Two formats, both hands-on. You learn by building, not by watching slides.

Format 01
1-on-1 Coaching
Direct, structured sessions with the operator who built all 10 systems. You bring your project, we apply the method to it in real time.
Full framework transfer — Above the System through Failure Modes
AI as Enabler (R1) setup — prompt architecture, Multi-Thread Workflow, parallel execution
Live mechanism drills — Pendulum decisions, Nested Cycles, Micro-Triage on your real projects
Governor calibration and failure mode recognition
Format 02
Embedded Team Training
I work alongside your team for a defined period. Same tools, same codebase, same daily rhythm. The method transfers through shared execution, not documentation.
Embedded in your team's workflow — layer ownership model applied to your people
Foundation architecture built from your existing codebase and assets
Team-wide adoption: Sweeps cadence, Regroup rhythms, Routing between team members
Measurable compounding benchmarks — rework rate, cycle duration, Foundation reuse
03 — 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 Developers & Technical Founders
You're already shipping code. You want to 10× your output using AI-native workflow and structured execution patterns instead of brute force.
Engineering Teams (2-10)
Your team ships, but coordination overhead kills compounding. CEM eliminates the friction between planning and execution so every cycle feeds the next.
Technical Leaders & CTOs
You need a framework for AI-augmented development that scales. Not ad-hoc prompting — a structured methodology with measurable compounding benchmarks.
04 — 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 of evidence
Applied to your stack, your codebase, your problems
Measurable before-and-after compounding benchmarks
Direct access to the operator who built 10 systems in under 2 years

Ready to compound?

Tell us about your team and what you're building. We'll design the right engagement.

Let's Talk