Recent Insights
Practical thinking on app development, AI systems, and building products that last.
SaaS MVP Development: What It Actually Costs to Ship the First Version
A SaaS MVP is not one feature. Auth, billing and tenancy ship before anything a customer asked for. What that means for scope, cost, timeline and the one decision you cannot cheaply undo.
What Is Jev? A Plain-English Guide for Business Owners
Jev is a new AI model that only decides, never writes. What it does, what the launch coverage got wrong, and the one number you should not trust.
What Law Firms Lose to Missed Calls After Hours
A law firm's missed calls after hours are not overflow, they are the intake. What the obvious fix gets wrong, and what a firm should measure instead of calls answered.
Vapi Has No End-of-Chat Webhook. Here Is What To Do Instead.
Vapi has no end-of-chat webhook, so chat transcripts never arrive on their own. The capture pattern that holds up in production, and the two traps that will cost you an afternoon.
Finding Canadian-Made Products with AI
How BuyCanada.ai verifies origin and surfaces local makers that global marketplaces bury.
How Linkroo Uses AI for LinkedIn Content
A look at the content engine behind Linkroo, and what it took to make AI-assisted posting sound like a person.
Everything
The whole archive.
- SaaS MVP Development: What It Actually Costs to Ship the First Version2026
- What Is Jev? A Plain-English Guide for Business Owners2026
- What Law Firms Lose to Missed Calls After Hours2026
- Vapi Has No End-of-Chat Webhook. Here Is What To Do Instead.2026
- Finding Canadian-Made Products with AI2025
- How Linkroo Uses AI for LinkedIn Content2025
- Building Educational Apps for Schools2025
- Scheduling Apps for Service Businesses2025
- PHIPA-Compliant Patient Portals Without a Custom Build2025
- Onboarding Workflows Worth Automating2025
- Lead Scoring Pipelines Sales Will Actually Use2025
- AI in Construction Estimation2025
- AI for Bookkeeping and Financial Reporting2025
- Where AI Actually Helps an E-commerce Operation2025
- Client Automation for Insurance Agencies2025
- AI Chatbots for Real Estate Enquiries2025
- Automating Campaigns Without Sounding Automated2025
- Using Claude for the Marketing Work That Repeats2025
- Automating Customer Support Without Making It Worse2025
- Building Custom AI Agents with n8n and OpenAI2025
- Building an MVP with AI Tools, and What Still Takes Judgment2025
- Choosing an AI Automation Provider: Expertise Over Influencers2025
- When an Off-the-Shelf CRM Runs Out of Room2025
- Inheriting a Codebase Nobody Understands2025
- Scheduling Is Not a Calendar Problem2025
- The Calls You Miss After Five2025
- AI Receptionist for Law Firms: What to Buy, What to Build, and What Each Costs2025
- Meet Nikhil Sharma, Digital Solutions Ninja2025
What you walk away with
One instrument. You own it.
Nothing held hostage, nothing locked to a platform you cannot leave.
The codebase
Yours, in your repository
The infrastructure
Your accounts, your billing
The accounts
Registrar, analytics, ads
The documentation
Written for the next person