AI Software Development Costs 2026: Enterprise Spending, TCO, and ROI Analysis

Keyhole Software Agentic AI & AI-Accelerated Development, Articles, Artificial Intelligence, Keyhole Perspectives, Spring 2 Comments

2026 analysis of AI software development costs exploring enterprise spending trends, total cost of ownership (TCO), build-vs-buy decisions, and how AI-accelerated development is reducing delivery timelines and improving ROI for CTOs and engineering leaders.

Software Development Trends 2026: Enterprise Technology Adoption & Predictions

Keyhole Software Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Cloud, Spring Leave a Comment

Software development trends in 2026 is being reshaped by forces that extend well beyond incremental tooling improvements. AI-assisted development, cloud-native infrastructure, and zero-trust security are no longer experimental capabilities.

Turning a Prototype into a Production App: Architecture, Costs, and Hard Lessons (Part 2)

Turning a Prototype into a Production App: Architecture, Costs, and Hard Lessons (Part 2)

John Boardman Articles, Node.js, React Leave a Comment

Part 2 of my series focuses on what it took to move from “it works” to turning a prototype into a production app, something stable enough to depend on and run in production. Beyond new features, it explores the architectural decisions, infrastructure trade-offs, and real-world costs involved in turning a prototype into a production app. Many of those lessons don’t show up in code, but they are every bit as important for success once real users and real expectations are involved.