Explore — Topic Index

Follow the work by topic.

Browse the notes and working pages behind four parts of the bench: AI app development, prototype-led validation, Shopify apps, and SaaS GTM systems.

LANE-01

Topic 01 Business Automation 3 resources

Business Automation

Practical ways to choose, scope, and evaluate custom business automation before paying for a build.

AI automation Winnipeg AI automation for small business workflow automation Canada

PILLAR Start here /operator-tools/ GO → LOG-008 AI Automation for Small Business: What to Automate First 2026-09-06 READ → XREF-01 operator tools /operator-tools/ GO →

LANE-02

Topic 02 AI App Development 4 resources

AI App Development

A content lane for AI-assisted prototypes, operator tools, R&D sprints, and practical software builds.

AI app developer AI-assisted app development app R&D prototype development

PILLAR Start here /insights/ai-assisted-app-development/ GO → LOG-010 AI App Launch Checklist: From Vibe-Coded Demo to Real Users 2026-09-06 READ → LOG-004 AI-Assisted App Development Needs Product Judgment 2026-06-10 READ → XREF-01 prototype sprint /prototype-sprint/ GO →

LANE-03

Topic 03 Prototype-Led Validation 4 resources

Prototype-Led Validation

A content lane for turning market uncertainty into landing pages, demos, customer conversations, and build/no-build decisions.

prototype-led validation market validation sprint product proof build/no-build decision

PILLAR Start here /market-validation/ GO → LOG-009 MVP Development Cost in Canada: Scope Before You Compare Quotes 2026-09-06 READ → LOG-002 Prototype-Led Market Validation Beats Another Idea Deck 2026-06-10 READ → XREF-01 prototype sprint /prototype-sprint/ GO →

LANE-04

Topic 04 Shopify Apps 6 resources

Shopify Apps

A content lane for Shopify app strategy, app positioning, customer-account utility, cart conversion, and AI-connected store operations.

Shopify app developer Shopify app portfolio Shopify apps Shopify operator tools

PILLAR Start here /shopify-apps/ GO → LOG-007 Selling Discord Access With Shopify Needs a Claim Flow 2026-06-11 READ → LOG-006 A Shopify Discord Bot Should Do More Than Post Order Alerts 2026-06-11 READ → LOG-005 Shopify Discord Role Automation Starts With Customer Eligibility 2026-06-11 READ → LOG-001 A Strong Shopify App Portfolio Owns Clear Operator Surfaces 2026-06-10 READ → XREF-01 operator tools /operator-tools/ GO →

LANE-05

Topic 05 SaaS GTM Systems 3 resources

SaaS GTM Systems

A content lane for revenue architecture, sales operations, AI GTM, and founder-led operating systems.

SaaS GTM AI sales ops revenue systems founder GTM

PILLAR Start here /saas-prototypes/ GO → LOG-003 AI Products Need GTM Systems Before They Need More Motion 2026-06-10 READ → XREF-01 Operating history /systems/ GO →