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 Video Streaming Platform 2026?
Every founder we talk to underestimates video streaming costs by at least 40%. Between transcoding pipelines, CDN bills, DRM licensing, and adaptive bitrate delivery, this is one of the most infrastructure-heavy products you can build.
Cost & planning · Jun 9, 2026 · 14 min read
How Much Does an AI Proof of Concept Cost for Startups 2026?
Most startups overspend on AI proofs of concept because they treat them like mini products instead of focused experiments. Here is what a PoC actually costs and where every dollar should go.
Cost & planning · Jun 9, 2026 · 14 min read
How Much Does It Cost to Build a Restaurant Ordering System?
Restaurant ordering system development cost ranges from $25K for a streamlined MVP to $300K+ for a multi-location enterprise platform. Here is exactly where your money goes and how to avoid blowing your budget.
Cost & planning · Jun 9, 2026 · 14 min read
How Much Does It Cost to Build a Gig Economy App in 2026?
Gig economy apps look simple from the outside, but the real cost depends on how you handle worker matching, payments, and compliance. Here is what to actually budget.
Cost & planning · Jun 9, 2026 · 14 min read
Webhook Architecture: Reliability Patterns for SaaS Products
Webhooks power every meaningful SaaS integration, but 15% of deliveries fail on the first try. Here are the reliability patterns that separate production-grade webhook systems from toys.
Technology · Jun 8, 2026 · 13 min read
AI-Native Databases: Combining Vector, Relational, and Graph
Modern AI applications need vector search for semantics, relational tables for structured data, and graphs for knowledge representation. Here is how to architect a database layer that handles all three without drowning in operational complexity.
Technology · Jun 8, 2026 · 14 min read
AI for Quality Inspection: Visual AI in Manufacturing 2026
Visual AI inspection systems now outperform human inspectors by 10x on consistency and catch defects at full production speed. Here is exactly how to deploy one on your manufacturing line.
AI & strategy · Jun 8, 2026 · 14 min read
AI for Customer Segmentation and Hyper-Personalization 2026
Rule-based segments like 'female 25-34' miss what actually drives purchases. AI segmentation finds behavioral patterns invisible to humans, then personalizes every touchpoint down to the individual.
AI & strategy · Jun 8, 2026 · 13 min read
AI for Revenue Attribution and Marketing Mix Modeling 2026
Last-touch attribution is dead. Cookie deprecation, iOS privacy changes, and multi-device journeys broke it. Here is how AI-powered marketing mix modeling and multi-touch attribution actually work in 2026.
AI & strategy · Jun 8, 2026 · 13 min read
How to Build an Internal Developer Platform From Scratch 2026
Most platform engineering teams fail not because of bad tooling, but because they build a platform nobody asked for. Here is how to build an IDP that developers actually use.
How to build · Jun 7, 2026 · 15 min read
How to Build a Print-on-Demand Storefront App From Scratch
Print-on-demand lets you sell custom products with zero inventory risk. Here is the full technical blueprint for building a POD storefront that handles design, fulfillment, and scale.
How to build · Jun 7, 2026 · 14 min read
API Versioning Strategy: Semantic vs URL vs Header for SaaS
Picking the wrong API versioning strategy costs months of migration pain. Here is how Stripe, GitHub, and Twilio handle it, and which approach works best for most SaaS products.
Technology · Jun 7, 2026 · 13 min read