One operator // a fleet of agents

The proof
is running.

Moloi Method is a one-person engineering operation out of Phoenix. I direct AI agent fleets that plan, build, test and ship real software: iOS apps, revenue pipelines, client portals, voice agents. Nothing on this page is a mockup.

380+
automated tests across 3 iOS apps
$25K
total sales, first 60 days on Amazon
24/7
portals, bots and monitors live
1
human in the loop

Agencies sell hours. Portfolios show screenshots. This page shows systems that are on right now: answering clients, scanning auctions, logging trades, charging cards.

I don't write the code by hand. I write the standards, the specs and the verification gates, then agents do the labor and prove their work before anything ships. That operation is the product. Below is what it has shipped.

01

The Method

Brief one instruction Spec plan + standards Agent fleet builds in parallel Gate tests + 2nd review Ship live to users Watch self-heals proof fails go back, not forward what the system learns feeds the next brief
Fig. 01 // every build on this page went through this loop ● animated edges = running now

Spec before code

Every build starts as a written spec with acceptance criteria. Agents that start from a vague prompt ship vague software.

A second brain checks the first

Code written by one AI is reviewed by a different one, plus automated test suites. 380+ tests currently guard the three iOS apps alone.

Shipped means monitored

Live systems watch themselves: health checks every four hours, alerts to Discord, fixes proposed automatically for a human yes or no.

02

Build Manifest

B-01

CrestDesk

Live

A 24/7 client portal where an AI agent reads each request, then either opens a code fix for approval or sends a Stripe quote. Clients get answers at 3 AM without me being awake.

StripeClaudeDocker
3 AM OK
answers while I sleep
B-02

Auction-to-Amazon Engine

Live

Scans thousands of liquidation auction lots daily against Amazon's catalog, flags the profitable ones, and builds graded, priced listings. Rearchitected once: now roughly 7x faster.

Amazon SP-APIPythonGoogle Sheets
$25K
total sales, first 60 days
B-03

BeginnerGains

Shipped

An iOS strength-training app that generates a personal program from a survey, tracks every lift, and coaches with on-device AI. Works fully offline; your data never leaves the phone.

SwiftUIApple IntelligenceOffline-first
98 tests
green before every archive
B-04

Passport Intel

Shipped

Travel intelligence for multi-passport holders. Models the rules other tools miss, including when a second passport hurts you, with 19 cited government advisories behind every answer.

FastAPIiOSWeb
10 ms
p95 answer speed, 180 tests
B-05

MSM Trade Journal

Live

A Discord bot serving the MakeStockMoney community: members log trades with one slash command, get weekly performance cards, and see how their cohort is really doing.

DiscordPythonVPS
/log
one command per trade
B-06

AI Voice Receptionist

Live

A phone agent that answers a real business number around the clock: greets callers, answers service questions, books appointments. Never dials out, only answers.

Retell AITwilioCal.com
0 missed
calls answered around the clock
B-07

Mission Control

Live

The dashboard that watches everything else: container health, uptime, and alerts for the whole fleet, with automated healing for the failures it recognizes.

DockerTraefikDiscord alerts
4 hr
max time between health sweeps
B-08

ShowUp

In QA

An iOS accountability app with teeth: geofences your gym, and if you skip the session you committed to, it charges you. Attendance, verified by location.

SwiftUIStripeGeofencing
103 tests
before it touches your card
03

Two systems, traced

Auction-to-Amazon Engine

● runs every morning, unattended
Auction feed 1,000s of lots Scan 8 threads Match Amazon catalog Grade condition + gating Price tiered margins Listed cash out profit filter no match: discard, log, learn
Fig. 02 // human touches it once: to pack the box $25K output, first 60 days

CrestDesk client portal

● answering right now
Client message any hour AI triage reads + decides Code fix drafted change Quote Stripe, ready to pay Approval human yes / no Done client notified it's a bug it's new work
Fig. 03 // the agent proposes, a human disposes live at desk.crestsetup.com

04 // Book

Put a system
to work.

Somewhere in your business a person is doing work a system should be doing. Bring that process to a 30-minute audit call. You leave knowing whether it's buildable and what it would take. The audit is $99, and every dollar is credited toward your build: it costs nothing unless you walk away.

The $99 Automation Audit 30 min // $99 // credited in full toward your build
Step 01

Reserve with $99. Secure checkout through Stripe. The fee filters for serious operators, and it isn't spent: it's a deposit on your build.

Step 02

Pick your slot. You're sent straight to the calendar. Tell me the process we're auditing when you book, and come ready to walk through it.

Certified: Harvard Data Science Readiness University of Arizona NVIDIA Google