Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
How Much Does It Cost to Build an AI Chatbot in 2026?
The gap between a weekend API wrapper and a production-grade AI chatbot is enormous. This guide breaks down every cost layer so you can budget with confidence.
Cost & planning · May 4, 2026 · 14 min read
How to Build an AI Meeting Notes and Action Items Tool in 2026
Most meeting notes tools are glorified recorders. Here is how to build one that actually listens, understands who said what, and turns conversations into work that gets done.
How to build · May 3, 2026 · 15 min read
How to Build an AI Meal Planning and Nutrition App in 2026
The nutrition app space is wide open for anyone willing to go beyond basic calorie counting. Here is how to build an AI-powered meal planning app that actually helps people eat better.
How to build · May 3, 2026 · 14 min read
How to Build an Agentic AI Workflow Automation Platform 2026
Building an agentic workflow automation platform is one of the highest-value projects a team can tackle in 2026. Here is how to do it right, from architecture decisions to production deployment.
How to build · May 3, 2026 · 16 min read
Vercel AI SDK vs LangChain.js vs Firebase Genkit for Startups
Three AI frameworks, three wildly different philosophies. Here is how to pick the right one for your startup without burning a month on the wrong abstraction.
Technology · May 3, 2026 · 14 min read
Nhost vs Appwrite vs Supabase: Self-Hosted BaaS Compared 2026
Running your own backend as a service gives you full control over data, costs, and infrastructure. This guide compares Nhost, Appwrite, and Supabase across every dimension that matters when you self-host.
Technology · May 3, 2026 · 14 min read
LiveKit vs Daily vs 100ms: Real-Time Video SDKs for Apps 2026
Choosing a real-time video SDK shapes your entire product experience. Here is how LiveKit, Daily, and 100ms stack up on pricing, quality, developer experience, and AI features in 2026.
Technology · May 3, 2026 · 14 min read
TanStack Start vs React Router v7 vs Next.js: React in 2026
Three React frameworks, three very different opinions on how fullstack should work. Here is how to pick the right one for your project without regretting it six months later.
Technology · May 3, 2026 · 15 min read
React Server Components: Production Architecture for Startups
React Server Components changed how we build web apps, but most teams get the architecture wrong. Here is the production playbook we use at Kanopy Labs to ship RSC projects that actually perform.
Technology · May 3, 2026 · 15 min read
Retool vs Windmill vs Tooljet: Internal Tools for Startups 2026
Picking the right internal tools platform can save your startup thousands of hours. Here is an honest breakdown of Retool, Windmill, and Tooljet so you can stop researching and start building.
Technology · May 3, 2026 · 14 min read
Devin vs OpenHands vs SWE-Agent: Autonomous AI Coders Compared
Autonomous coding agents can now resolve real GitHub issues, generate pull requests, and run in sandboxed environments without human intervention. Here is how Devin, OpenHands, and SWE-Agent actually stack up when you put them to work.
Technology · May 3, 2026 · 15 min read
Tauri vs Electron vs Flutter Desktop: Desktop Apps Compared 2026
Three frameworks, three radically different architectures. We break down Tauri, Electron, and Flutter Desktop with real benchmarks so you can ship the right desktop app.
Technology · May 2, 2026 · 14 min read