Introduce the problem: using generative AI over millions / billions of lines of code, and why naive approaches struggle.
Showcase examples: how customers used Moderne’s system on large codebases and what improvements they saw.
Dive into the technical tradeoffs: when AI helps, when deterministic rules are needed, and how to combine them.
Enterprises manage millions of lines of code across thousands of repos. Without liquidity, every migration or security patch stalls projects and inflates costs.
Cloud and framework choices harden fast. Liquidity makes switching, consolidating, and modernizing possible without year-long, resource-draining projects.
Assistants like Copilot speed up creation but don’t solve the harder problem: maintaining, migrating, and securing all that code at scale.
Companies that can’t evolve their software quickly enough risk falling behind. Liquidity ensures your stack keeps pace with change.
Without liquidity, your tech stack becomes a liability. With it, you can cut maintenance costs, modernize continuously, and deliver business value faster. This eBook shows you how.
Enterprises manage millions of lines of code across thousands of repos. Without liquidity, every migration or security patch stalls projects and inflates costs.
Cloud and framework choices harden fast. Liquidity makes switching, consolidating, and modernizing possible without year-long, resource-draining projects.
Assistants like Copilot speed up creation but don’t solve the harder problem: maintaining, migrating, and securing all that code at scale.
Companies that can’t evolve their software quickly enough risk falling behind. Liquidity ensures your stack keeps pace with change.
Without liquidity, your tech stack becomes a liability. With it, you can cut maintenance costs, modernize continuously, and deliver business value faster. This eBook shows you how.