Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
US State AI Regulations: What Startups Need to Know in 2026
The US has no federal AI law, but a fast-growing patchwork of state regulations already governs how your product can use AI in hiring, insurance, healthcare, and more. Here is what founders need to know before compliance gaps become existential.
AI & strategy · Apr 11, 2026 · 14 min read
How to Build an AI-First Company Culture at Your Startup
Tools do not change companies. Culture does. Here is the step-by-step playbook for building an AI-first company culture that turns every employee into an AI-augmented operator.
AI & strategy · Apr 10, 2026 · 14 min read
AI Safety Benchmarks: How to Evaluate Models for Risk 2026
Most teams pick an AI model based on leaderboard scores and vibes. That is not a safety evaluation. Here is how to benchmark models for bias, toxicity, hallucination, and adversarial robustness before you ship to production.
AI & strategy · Apr 10, 2026 · 14 min read
AI for Beauty and Wellness: Personalization and AR Try-On
Beauty brands using AI personalization and AR try-on see 2-3x higher conversion and 35% fewer returns. Here is how to build the technical stack that makes it work.
AI & strategy · Apr 9, 2026 · 14 min read
AI for Event Management: Attendee Matching and Logistics
Event platforms that deploy AI for attendee matching, schedule optimization, and predictive logistics see 30 to 50% higher attendee satisfaction and 2x sponsor ROI. Here is how to build it.
AI & strategy · Apr 9, 2026 · 14 min read
How to Evaluate AI Development Partners: The 2026 Buyer Guide
73% of AI projects fail to deliver ROI, and the number one cause is choosing the wrong partner. This buyer guide gives you a repeatable framework to evaluate AI development partners before you sign anything.
AI & strategy · Apr 8, 2026 · 14 min read
AI-Native Services vs SaaS: Why Outcomes Beat Subscriptions
Sequoia says services are the new software. With a $4.6 trillion TAM and AI making delivery scalable, the smartest founders are ditching per-seat SaaS for outcome-based service businesses that grow faster and defend better.
AI & strategy · Apr 7, 2026 · 14 min read
AI for Personalized Medicine: Startup Opportunities in 2026
Genome sequencing has dropped below $100, YC is actively funding personalized medicine, and the precision medicine market is projected to hit $130B by 2028. Here is your strategic playbook for building an AI genomics startup.
AI & strategy · Apr 7, 2026 · 14 min read
Building AI Products with 40-60% Lower Cost Using AI Agents
AI agent teams are rewriting the math on software project timelines and budgets. We break down which project types see 40-60% cost drops, which ones do not, and how to tell if your dev partner is genuinely using AI agents or just saying they do.
AI & strategy · Apr 7, 2026 · 13 min read
EU AI Act Compliance Deadline: What Startups Must Do by Aug 2026
The EU AI Act's general-purpose AI and transparency obligations take effect August 2, 2026. If your product touches the EU market, your compliance window is shrinking fast.
AI & strategy · Apr 7, 2026 · 14 min read
AI Agents vs Copilots: Choosing the Right UX Pattern in 2026
63% of AI features fail because the team picked the wrong interaction pattern. Here is a practical framework for deciding when your product needs an autonomous agent, a copilot, or a hybrid of both.
AI & strategy · Apr 5, 2026 · 13 min read
AI for Physical Work: Computer Vision Guidance for Field Teams
Construction, manufacturing, and field service lose over $150B a year to rework caused by human error. Computer vision guidance systems are finally good enough to fix that problem at scale.
AI & strategy · Apr 5, 2026 · 13 min read