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 a Short-Form Video App in 2026?
Building a short-form video app can cost anywhere from $80K for a stripped-down MVP to $1M+ for a full-featured platform. Here is every cost you need to plan for.
Cost & planning · May 12, 2026 · 14 min read
How Much Does It Cost to Build a Carbon Accounting Platform?
Carbon accounting platforms require emissions data ingestion, multi-scope tracking, regulatory reporting, and supply chain integration. Here is what building one actually costs.
Cost & planning · May 12, 2026 · 14 min read
How Much Does It Cost to Build a Community Platform in 2026?
Community platforms like Circle, Discord, and Mighty Networks generate real recurring revenue. Here is what it actually costs to build one, from hosted solutions to fully custom builds.
Cost & planning · May 12, 2026 · 14 min read
How Much Does It Cost to Build a White-Label SaaS Product 2026?
White-label SaaS is one of the most powerful distribution models in software, but the added complexity of tenant branding, domain mapping, and reseller billing pushes costs well above a standard SaaS build. This guide breaks down exactly where your money goes.
Cost & planning · May 12, 2026 · 14 min read
AI for Pharma: Drug Discovery and Clinical Trial Optimization
Traditional drug development costs $2.6B and takes 10-15 years with a 90% failure rate in clinical trials. AI-accelerated pipelines are compressing that to $200M-500M over 4-7 years, and the first AI-designed molecules are already in Phase II trials.
AI & strategy · May 11, 2026 · 14 min read
AI for Cybersecurity: Threat Detection and SOC Automation 2026
Traditional SIEMs drown security teams in false positives while costing millions per year. AI-powered threat detection, automated alert triage, and SOAR integration are replacing the old playbook. Here is how to build a modern SOC that actually scales, even with the global shortage of 3.5 million cybersecurity professionals.
AI & strategy · May 11, 2026 · 14 min read
How to Build an AI-Powered Form Builder for SaaS Products
Typeform charges up to $83/mo and still makes your users drag and drop fields manually. Here is how to build an AI form builder that generates entire forms from a single sentence, detects field types automatically, and optimizes conversion with real analytics.
How to build · May 11, 2026 · 14 min read
How to Build a B2B Lead Enrichment Tool With AI Data Pipelines
Most sales teams pay for three or four data providers and still end up with incomplete contact records and stale firmographics. Here is how to build a B2B lead enrichment tool that chains multiple data sources, scores leads with AI, and keeps your CRM clean without blowing your budget.
How to build · May 11, 2026 · 14 min read
How to Build an AI Onboarding Checklist Generator for SaaS
Generic onboarding checklists ignore who your users are and what they need. Here is how to build an AI checklist generator that analyzes user profiles, adapts step ordering by role, and guides every customer to their aha moment faster.
How to build · May 11, 2026 · 13 min read
React Native vs Swift vs Kotlin: Native Mobile in 2026 CTO Guide
React Native now covers 80% of mobile use cases. But Swift and Kotlin still own the remaining 20%. Here is how to decide which approach fits your product, your budget, and your team in 2026.
Technology · May 11, 2026 · 15 min read
OpenAI Responses API vs Claude Agent SDK vs Gemini AI Studio
Three platforms, three philosophies. The OpenAI Responses API, Claude Agent SDK, and Gemini AI Studio each take fundamentally different approaches to building AI agents. Here is an honest breakdown of what actually matters in production.
Technology · May 11, 2026 · 15 min read
Stripe Billing vs Recurly vs Chargebee: Subscription Billing 2026
Choosing between Stripe Billing, Recurly, and Chargebee determines how you handle failed payments, complex pricing tiers, and global tax compliance. Here is a direct comparison for SaaS teams who need to get billing right.
Technology · May 11, 2026 · 14 min read