Notes on building.
Guides on mobile apps, web platforms and AI products. Cost breakdowns, stack comparisons and how we ship.
AI AgentOps: How to Monitor and Scale AI Agent Fleets in 2026
Running one AI agent is a side project. Running fifty in production is an operations discipline. AgentOps is the practice of monitoring, scaling, and governing fleets of AI agents, and most teams are doing it wrong.
AI & strategy · Aug 26, 2026 · 14 min read
AI for Telecom: Network Optimization and Churn Prevention
Telecom operators sit on massive data goldmines but barely scratch the surface. Here is how AI turns network signals and subscriber behavior into real revenue protection.
AI & strategy · Aug 26, 2026 · 14 min read
AI Agents for Autonomous Commerce: Payments, Orders, Fulfillment
AI agents are starting to buy things on behalf of customers. That changes everything about how you build checkout, payment processing, and order fulfillment. Here is the practical playbook.
AI & strategy · Aug 26, 2026 · 15 min read
AI for Veterinary Practice: Diagnostics and Clinic Management
Veterinary clinics are drowning in admin work while diagnostic backlogs grow. AI is finally mature enough to fix both problems at once, if you build it right.
AI & strategy · Aug 26, 2026 · 14 min read
Building AI-First Products: From Prototype to PMF Playbook 2026
Most AI prototypes never become real products. This playbook covers the exact stages, costs, and decision points that separate AI demos from products with genuine product-market fit.
AI & strategy · Aug 26, 2026 · 15 min read
AI for Gaming: NPC Generation, QA Testing, and Live Ops 2026
Game studios are shipping faster and spending less by letting AI generate NPCs, run QA playthroughs, and manage live ops. Here is what actually works in 2026 and what the tooling costs.
AI & strategy · Aug 25, 2026 · 15 min read
AI Wrapper vs AI-Native Products: Strategy Guide for Founders
Most AI startups die because they pick the wrong architecture for their business model. Here is how to decide whether to build a wrapper or go AI-native, and what it actually costs.
AI & strategy · Aug 22, 2026 · 14 min read
AI for Insurance Claims: Automation and Processing Playbook
Insurance claims processing is stuck in the 1990s. AI changes that by automating intake, fraud detection, and payouts in days instead of weeks.
AI & strategy · Aug 21, 2026 · 14 min read
AI for Precision Agriculture: Crop Management Startup Guide
Precision agriculture is a $12B market where most software still runs on spreadsheets. Here is how startups are using AI crop management to capture it.
AI & strategy · Aug 21, 2026 · 14 min read
AI for Retail Demand Planning: Inventory Optimization Guide
Retailers who still plan demand in spreadsheets are bleeding margin. Here is the 2026 playbook for AI-driven demand planning and inventory optimization that actually ships results.
AI & strategy · Aug 21, 2026 · 14 min read
AI for Procurement: Spend Management Automation for Startups
Most startups bleed cash through undisciplined procurement long before they run out of runway. AI-driven spend management fixes that by automating approvals, flagging waste, and negotiating better contracts.
AI & strategy · Aug 21, 2026 · 14 min read
AI for Inventory and Demand Planning: Retail Strategy 2026
Traditional forecasting methods leave retailers guessing. AI-powered inventory and demand planning uses real-time signals, ML models, and automated reorder logic to slash overstock by 20-30% and reduce stockouts by 15-25%, turning your supply chain into a competitive advantage.
AI & strategy · Aug 17, 2026 · 14 min read