Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
How to Build an AI Document Management System With Smart Search
Most document management systems are glorified file cabinets. If you want search that actually understands your documents, auto-classification that works, and retrieval that feels instant, you need to build AI into the core architecture from day one.
How to build · Apr 23, 2026 · 14 min read
How to Build an AI Agent Marketplace for Enterprise Workflows
AI agent marketplaces are becoming the app stores of the agentic era, and the teams that build them now will own distribution for the next decade. Here is how to architect one from scratch, including the agent registry, execution sandboxing, monetization, and go-to-market playbook.
How to build · Apr 23, 2026 · 14 min read
How to Build an AI Pricing Optimization Engine for SaaS in 2026
Static pricing is a slow revenue leak. Every month you run flat-rate plans without testing, you leave 15 to 30 percent of potential revenue uncollected. Here is how to build an AI pricing optimization engine that finds the right price for every customer segment, automatically.
How to build · Apr 23, 2026 · 14 min read
How to Build a Peer-to-Peer Energy Trading Platform in 2026
Distributed energy is exploding, but most prosumers still sell excess solar back to the utility at wholesale rates. A P2P energy trading platform lets neighbors trade directly, and the regulatory window is finally opening.
How to build · Apr 21, 2026 · 14 min read
How to Build an AI Document Generation Platform in 2026
Businesses waste thousands of hours manually assembling contracts, reports, and proposals. Here is the technical blueprint for building an AI document generation platform that produces consistent, compliance-safe output at scale.
How to build · Apr 21, 2026 · 14 min read
How to Build an AI Invoice Processing and AP Automation System
Manual invoice processing costs $15 per invoice and takes 25 days to pay. An AI-powered AP automation system drops that to $2 and 4 days. Here is exactly how to build one.
How to build · Apr 21, 2026 · 14 min read
How to Build a Creator Monetization Platform Beyond Patreon
Patreon takes up to 12% of creator revenue and offers almost no customization. Here is how to build a creator monetization platform that gives creators real control over their income.
How to build · Apr 21, 2026 · 14 min read
How to Build a Gig Worker Management and Payments Platform
The gig economy now employs over 73 million workers in the US alone, but the platforms managing them are riddled with payment delays, compliance gaps, and clunky mobile experiences. Here is how to build one that actually works.
How to build · Apr 21, 2026 · 14 min read
How to Build an AI Financial Advisory (Robo-Advisor) Platform
Robo-advisors manage over $2.5 trillion globally and the number keeps climbing. Here is how to build one from scratch, covering everything from Modern Portfolio Theory to SEC registration and brokerage API wiring.
How to build · Apr 21, 2026 · 15 min read
How to Build an AI Product Feedback Analysis Tool for SaaS
Your users are telling you exactly what to build next. The problem is their feedback is scattered across Intercom, Zendesk, G2, app store reviews, and NPS surveys. Here is how to build an AI-powered tool that consolidates it all and turns raw feedback into prioritized product decisions.
How to build · Apr 21, 2026 · 14 min read
How to Build a GovTech Procurement Platform From Scratch
Government procurement is a $700B annual market trapped in PDFs and spreadsheets. Here is how to build the platform that modernizes it, without drowning in compliance paperwork.
How to build · Apr 20, 2026 · 15 min read
How to Build an AI Tax Preparation and Filing Platform in 2026
Building an AI tax preparation platform means conquering document extraction, IRS e-file APIs, and airtight compliance. This guide covers the full technical playbook.
How to build · Apr 19, 2026 · 14 min read