Why AI-Driven Development Breaks Traditional Infrastructure Models
AI is compressing development cycles from weeks to hours. For scaling teams, traditional infrastructure management and DevOps processes can't keep up.
This paper explains how modern teams use new approaches to automate environments and operations, so velocity scales instead of collapsing under its own weight.

Backend development is the critical layer connecting application code to infrastructure. As AI accelerates code generation, teams using code-first infrastructure report 90-95% less DevOps work and 2-3x faster delivery.
This whitepaper examines how AI is changing what backend teams need from their tools, and how code-first infrastructure, automation, and AI-assisted workflows are shaping a new operating model for building and shipping software.
"Encore helped us scale our product and infrastructure, without any new hiring. We're saving $200k+ annually compared to additional hiring, the ROI is outstanding, easily 10x."
Daniel Stocks, CTO of Carla
Seven chapters covering the past, present, and future of backend development.
Download the whitepaper and see how teams are shipping faster with code-first infrastructure.