PRM®
A method for shipping AI products

Plan it. Loop it. Ship it.

PRM is the method for shipping AI products that don't fall apart in week three. A free video series, and the methodology file that walks you from architecture to first ship in twelve chapters.

Get the file $37 Watch on YouTube →
FIG.01 / THE METHOD · v1 — LAYER 03 / SYSTEM OF INTELLIGENCE THE METHOD Same loop. Every sprint. Every project. Sprint format Cadence Prompt patterns FEEDS BACK INTO ↑ — LAYER 02 / THE BRIDGE LOOP Milestones in. Context digest out. Milestone capture CLI Context digest WRITTEN FROM ↑ — LAYER 01 / SYSTEM OF RECORD PLANNING The truth that doesn't change. Design spec Schema Brand vocabulary — THE LOOP Read bottom-up. Build bottom-up. The truth (01) feeds the bridge (02) feeds the loop (03), and it cycles.
↑ READ BOTTOM-UP BUILD ORDER · 01 → 02 → 03 LOOP CYCLES · 03 → 01
— WHY MOST AI PROJECTS DRIFT

Three reasons
the vibe ends.

CASE FILES · 01–03 SCROLL →
01
— THE DRIFT

Architecture drift.

Every new feature gets its own pattern. By month two, no two screens share the same data flow — and you wrote all of them.

02
— THE AMNESIA

AI amnesia.

Every session you re-explain the same context. Output quality capped by memory — which is zero. You're paying for compute and getting a Monday-morning intern.

03
— THE VIBE

No method.

You're shipping by vibe. Some days you flow, some days you flail — and you can't tell which kind of day it is until you're three hours in.

— THE METHOD, EXPANDED

Three layers. Read upward.

Bottom layer is the truth. Middle is the memory. Top is the loop. Build the bottom first or the top two are useless.

— LAYER 01 / SYSTEM OF RECORD

Planning.

the truth that doesn't change.

Before a single line of code: architecture, schema, design spec, vocabulary. The truth that doesn't change just because the AI forgot. Everything above this layer references back to it.

Design spec DB schema App hierarchy Brand vocabulary
↑ written from
— LAYER 02 / THE BRIDGE

Loop.

the memory between sessions.

Between every session, a digest. What changed, what you decided, what mattered. One paste and any AI is caught up on your project, your craft, your constraints. The kit ships with the CLI.

Milestone capture Context digest CLI included Local-first
↑ feeds back into
— LAYER 03 / SYSTEM OF INTELLIGENCE

Method.

the repeatable workflow.

Where every session runs. A sprint format that produces a milestone. A milestone format that becomes context. Context that primes the next sprint. Same loop, every time.

Sprint format Milestone template Prompt patterns Review cadence
— INSIDE THE FILE

Twelve chapters,
three acts.

Tap an act to see its chapters.

— Act I Build the truth. 5 chapters · 60 min
— Act II Build the bridge. 3 chapters · 34 min
— Act III Build the loop. 4 chapters · 35 min
— WATCH THE METHOD

Free on YouTube.
Forever.

@assistantmanagement
— PAY ONCE

Read it forever.

$37 One-time payment Lifetime updates · USD
The PRM Reader
Magic-link web app. 12 chapters, 30 prompts, always current.
PDF mirror
Print-ready, for offline reading and markup.
The PRM CLI
One-line install. macOS, Linux, Windows.
Lifetime updates
Every new chapter, prompt pack, episode pairing.
Get the file now $37 · one-time 14-day refund · Instant delivery
— QUESTIONS

Asked, answered.

Do I need to be a developer?
No. The method is for anyone building an AI-assisted product — founders, designers, writers, makers. The CLI is optional.
Difference between videos and file?
The videos are the lecture. The file is the reference. Every episode stands alone for free — the file is for when you want the method in your hands.
How is this different from prompt courses?
PRM is about the architecture underneath the prompts — why your AI forgets, where your project loses coherence, what the three layers do for you.
Will the file get out of date?
Every chapter ships with a version date. When the model layer changes, the relevant chapters get revised — and you get the update in your reader.
Refund policy?
14 days, no questions. Email and you get your money back.
Get the file $37
14-day refund · Lifetime updates · Instant delivery