Igor Ganapolsky IgorGanapolsky

AI Agent Reliability Diagnostic

48-hour workflow risk audit for Codex, browser, voice, MCP, and customer-facing AI agents.

Checkout: https://iganapolsky.gumroad.com/l/mubunb

Who This Is For

You are building or selling an AI agent that can do more than chat:

Subway-Style Restaurant AI Agent Starter Kit Preview

This kit is for restaurant operators and automation builders who want practical workflows, not a generic chatbot pitch.

First Workflow To Install

Missed-call and catering inquiry recovery.

The goal is simple: when staff are slammed during lunch or dinner rush, customer requests still get captured, summarized, assigned, and followed up.

Same-Day AI Automation Offer Teardown

Turn your AI automation idea into a buyer-facing offer today.

Send

Your niche
Your offer
Your current first message
What you want to sell next

Skool Opportunity Radar Sample - 2026-05-07

This is a sample of the monthly Skool Opportunity Radar.

What The Signal Says

Across AI automation and AI software builder communities, beginners are not mainly asking for more tools. They are asking how to get customers, first clients, and practical traction.

The strongest repeated opportunity is not a complex agency automation. It is a simple client-finding workflow:

Merchant Intake

Data Request

Send CSV exports or shared Google Sheets for:

Shopify orders
Shopify products
Shopify inventory
Shopify refunds or returns

Codex Computer Use not working on macOS: practical checklist

Codex Computer Use Not Working On macOS: Practical Checklist

If Codex Computer Use says unavailable, refuses app access, or works in one runtime but not another, verify the active runtime, not just the files on disk.

Checks

codex mcp list

	<!doctype html>
	<html lang="en">
	<head>
	<meta charset="utf-8">
	<meta name="viewport" content="width=device-width, initial-scale=1">
	<title>AI Voice Reliability Diagnostic</title>
	<style>
	:root {
	color-scheme: light;
	--ink: #171717;

	<!DOCTYPE html>
	<html>
	<head>
	<title>Privacy Policy - Max Smith KDP LLC</title>
	</head>
	<body>
	<h1>Privacy Policy for Max Smith KDP LLC</h1>
	<p>Effective Date: July 12, 2025</p>

	<h2>1. Introduction</h2>

	<!DOCTYPE html>
	<html>
	<head>
	<title>Privacy Policy - Max Smith KDP LLC</title>
	</head>
	<body>
	<h1>Privacy Policy for Max Smith KDP LLC</h1>
	<p>Effective Date: July 12, 2025</p>

	<h2>1. Information We Collect</h2>

	import base64
	import urllib.parse


	def print_hi(input_str):
	# Strings to deobfuscate
	str_ = input_str

	for row in str_.split('\n'):
	if not row: continue