Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI for Legal Operations: Contract Review and eDiscovery 2026
Legal operations teams are using AI to cut contract review time by 60% and eDiscovery costs by 40%. Here is what works, what does not, and how to implement AI in your legal department.
AI & strategy · Mar 21, 2026 · 14 min read
Prompt Injection Defense: The Playbook for Production AI Apps in 2026
Prompt injection is OWASP's number one LLM vulnerability. Here is the practical 2026 defense playbook every team shipping AI features needs.
AI & strategy · Mar 19, 2026 · 14 min read
AI Model Distillation: Cut LLM Costs 90% Without Quality Loss in 2026
LLM bills hitting $50K+ per month? Model distillation can cut inference costs by 90% while retaining 95%+ task quality. Here is the practical 2026 playbook.
AI & strategy · Mar 19, 2026 · 14 min read
AI for Wealth Management: Compliant Advisor Copilots in 2026
RIAs and wirehouses are rolling out AI advisor copilots in 2026. Here is the compliant path for founders and CTOs building AI products for wealth management.
AI & strategy · Mar 19, 2026 · 14 min read
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