Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
Multimodal AI Strategy: Combining Vision, Voice, and Text in 2026
GPT-4o, Gemini 2.5, and Claude 4.5 made multimodal AI mainstream. Here is the strategic playbook for startups combining vision, voice, and text in 2026.
AI & strategy · Mar 19, 2026 · 14 min read
AI for Construction: Safety, Inspection, and Project Intelligence in 2026
Construction AI investment hit $1.8B in 2026 as thin margins and labor shortages drove adoption. Here is the practical strategy for contractors and builders.
AI & strategy · Mar 19, 2026 · 14 min read
Vertical AI Agents: Why Specialized Beats Horizontal LLMs in 2026
Harvey, Abridge, and Sierra prove the thesis. Vertical AI wins on retention, pricing power, and defensibility. Here's how to pick a vertical and actually beat GPT.
AI & strategy · Mar 18, 2026 · 14 min read
Small Language Models vs LLMs: When SLMs Win for Startups in 2026
Phi-4 and Gemma 3 match GPT-3.5 quality at 10x less cost. Routing the right model to each task is the real AI cost play in 2026.
AI & strategy · Mar 16, 2026 · 14 min read
AI for Manufacturing: Predictive Maintenance and Quality Control in 2026
Manufacturing AI hit $17B in 2026 growing at 47% CAGR. Predictive maintenance, defect detection, and generative process optimization are the highest-ROI industrial AI plays.
AI & strategy · Mar 16, 2026 · 14 min read
AI for Supply Chain: Demand Forecasting and Inventory AI in 2026
Post-pandemic supply chains demand AI-driven resilience. Forecasting, inventory optimization, and supplier risk scoring now save operators millions. Here's the 2026 playbook.
AI & strategy · Mar 16, 2026 · 14 min read
AI for Restaurants: Menu Engineering and Dynamic Pricing in 2026
Restaurant margins are thinner than ever. Toast AI, 5-Out, and BentoBox AI use machine learning to price dishes, forecast demand, and cut food cost. Here's how.
AI & strategy · Mar 16, 2026 · 13 min read
Synthetic Data for AI Training: A Founder's Guide for 2026
Synthetic data went from niche research topic to core infrastructure in 2026. Here is how founders should think about generating, validating, and deploying it.
AI & strategy · Mar 15, 2026 · 14 min read
How to Build a Compound AI System with Multi-Model Orchestration in 2026
A practical compound AI system guide covering routing, RAG, orchestration frameworks, evaluation, and production scaling with Claude, GPT-4.5, and Gemini 2.5 Pro.
AI & strategy · Mar 14, 2026 · 14 min read
How to Build Computer Use Agents for Browser Automation in 2026
A practical, opinionated computer use agents guide covering Claude, Operator, Mariner, Browserbase, Stagehand, and the architecture patterns that actually work in production.
AI & strategy · Mar 14, 2026 · 14 min read
AI for HR: Performance Reviews, Engagement, and Retention in 2026
A pragmatic guide to AI for HR performance reviews, engagement analytics, attrition prediction, bias detection, and EU AI Act compliance in 2026.
AI & strategy · Mar 14, 2026 · 13 min read
How to Write an AI Acceptable Use Policy for Your Startup in 2026
A founder's guide to writing an AI acceptable use policy that actually works in 2026. Cover ChatGPT, Claude, Cursor, Copilot, data handling, IP, and rollout without killing productivity.
AI & strategy · Mar 14, 2026 · 13 min read