Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
DMA and Alternative App Stores: What Founders Need to Know
The EU Digital Markets Act is rewriting the rules of mobile distribution. Apple now allows sideloading and alternative app stores in Europe, Google is loosening Play Store restrictions, and commission structures are shifting. Here is what founders need to understand to make smart distribution decisions in 2026 and beyond.
AI & strategy · Feb 24, 2026 · 14 min read
How to Build a B2B SaaS Integration Marketplace for Your Product
Integration marketplaces are how B2B SaaS products become platforms. Here is a practical guide to building one, from architecture and partner programs to monetization and launch.
AI & strategy · Feb 24, 2026 · 14 min read
Chrome Extension vs Full Web App: Which Should You Build First?
Grammarly, Loom, and Honey all started as Chrome extensions before becoming full products. That is not a coincidence. Extensions offer a faster, cheaper way to validate an idea, but they come with real limitations. This guide breaks down when to start with an extension, when to go straight to a web app, and how to plan the transition between the two.
AI & strategy · Feb 24, 2026 · 14 min read
How to Evaluate AI Development Vendors as a Non-Technical CEO
Most CEOs evaluate AI vendors the same way they evaluate marketing agencies, and that is exactly how they end up with a $300K proof of concept that never reaches production.
AI & strategy · Feb 23, 2026 · 13 min read
From MVP to Scale: When to Rebuild vs Refactor Your Startup
Most startups hit a wall where their MVP simply cannot support the next stage of growth. The rebuild vs refactor decision will define your next 12 months, your burn rate, and whether you keep or lose your existing customers.
AI & strategy · Feb 23, 2026 · 14 min read
AI for Small Business: 10 Practical Use Cases That Save Money
You do not need a six-figure budget to use AI effectively. These ten use cases pay for themselves within months, and most cost less than a part-time hire.
AI & strategy · Feb 22, 2026 · 14 min read
How to Automate Your Startup Sales Pipeline with AI in 2026
Most startups waste their best reps on leads that will never close. AI sales automation fixes this by scoring, enriching, and nurturing your pipeline so humans only touch deals that actually matter.
AI & strategy · Feb 22, 2026 · 14 min read
AI-Powered Compliance Automation: A Guide for SaaS Startups
Compliance used to mean hiring a consultant and drowning in spreadsheets. AI compliance automation changes the math completely, cutting audit prep from months to weeks and making continuous monitoring actually feasible for a 15-person startup.
AI & strategy · Feb 22, 2026 · 14 min read
When to Outsource AI Development vs Build In-House
Hiring a senior ML engineer costs $200K+ and takes 3 to 6 months. An AI agency delivers a working prototype in 4 to 8 weeks. Here is how to decide which path fits your startup.
AI & strategy · Feb 21, 2026 · 14 min read
How to Build an AI Product Roadmap for Your Startup
AI product roadmaps differ fundamentally from traditional software roadmaps. Model performance is unpredictable, data quality drives timelines, and iteration cycles are longer. Here is how to plan realistically.
AI & strategy · Feb 21, 2026 · 14 min read
How to Reduce Customer Support Costs by 50% with AI in 2026
AI-powered support can cut costs 40 to 60% per McKinsey. Here is exactly how to implement it: which tools to use, what to automate first, and the real numbers behind AI support savings.
AI & strategy · Feb 20, 2026 · 14 min read
AI Workflow Automation: A Practical Guide for Startups
65% of SMBs will use AI workflow automation by 2027. Here is a practical guide to automating your startup's operations with AI, from choosing tools to measuring ROI.
AI & strategy · Feb 19, 2026 · 14 min read