Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Field Service Management: Scheduling and Dispatching
Field service companies running manual scheduling and dispatch are losing 20-40% of potential revenue to inefficiency. AI-powered optimization can slash drive time, predict job durations, automate parts forecasting, and improve first-time fix rates to transform your operation from reactive to predictive.
AI & strategy · Aug 8, 2026 · 14 min read
AI for Document Understanding: OCR, IDP, and Beyond in 2026
Traditional OCR reads characters. Intelligent document processing extracts meaning. Multimodal LLMs do both and reason about context. Here is how the document understanding stack actually works in 2026, what tools to use, and how to build systems that hit 95%+ accuracy in production.
AI & strategy · Aug 8, 2026 · 14 min read
How Much Does It Cost to Build a Next.js SaaS App in 2026?
Next.js has become the default framework for SaaS products, but the cost to build on it varies wildly depending on your feature set, team model, and infrastructure choices. This guide breaks down every dollar.
Cost & planning · Aug 8, 2026 · 14 min read
How Much Does a Healthcare Marketplace Cost to Build in 2026?
Healthcare marketplaces carry unique costs that generic marketplace guides ignore: HIPAA compliance, provider credentialing, insurance verification, and encrypted infrastructure. Here is what it actually costs to build one in 2026.
Cost & planning · Aug 8, 2026 · 14 min read
GitHub Actions vs Buildkite vs Dagger: CI/CD for Startups
Your CI/CD choice shapes how fast you ship, how much you spend on infrastructure, and how painful your debugging sessions get. Here is an honest comparison of three platforms that take fundamentally different approaches.
Technology · Aug 7, 2026 · 14 min read
How to Scope Your MVP Feature Set in Two Weeks: Founder Guide
Two weeks is all you need to go from a foggy product idea to a locked feature set ready for development. Here is the exact process we use with founders to scope MVPs that actually ship.
Technology · Aug 7, 2026 · 13 min read
How to Negotiate With Development Agencies: Founder Playbook
Negotiation with a development agency is not about squeezing the lowest price. It is about structuring a deal that protects you, motivates the team, and produces great software. This playbook covers what is actually negotiable, what is not, and how to approach each conversation.
Technology · Aug 7, 2026 · 13 min read
Zero-Downtime Deployment Strategies for Startup Engineering
Downtime during deploys is a solved problem, yet most startups still ship code with crossed fingers. Here is how to implement zero-downtime deployments without overengineering your infrastructure.
Technology · Aug 7, 2026 · 14 min read
AI for Dynamic Pricing: SaaS Revenue Optimization Playbook
A hands-on playbook for SaaS teams ready to use AI for dynamic pricing. Covers willingness-to-pay analysis, price elasticity models, personalized pricing, and the architecture that makes it all work.
AI & strategy · Aug 7, 2026 · 14 min read
How to Build an AI-Powered Vendor Evaluation Platform for SaaS
Vendor evaluation at most companies still runs on spreadsheets, gut feelings, and whoever shouts loudest in the steering committee. Here is how to build an AI vendor evaluation platform that automates scoring, parses contracts and proposals with NLP, and gives procurement teams defensible, data-driven decisions.
How to build · Aug 6, 2026 · 14 min read
How to Build a Multi-Sided Marketplace App From Scratch 2026
Two-sided marketplaces are hard. Multi-sided ones are exponentially harder. Here's the complete playbook for building a platform that serves three or more distinct user groups.
How to build · Aug 6, 2026 · 15 min read
How to Build an AI-Powered Outbound Sales Tool for Startups
Outbound sales tools powered by AI are replacing bloated SDR teams at startups that cannot afford to burn cash on manual prospecting. Here is how to build one from scratch, including the architecture, tooling, compliance, and cost breakdown.
How to build · Aug 6, 2026 · 15 min read