Self-Hosted vs Cloud-Hosted AI Developer Tools for Enterprises
Three variables—compliance, cost, and operational capacity—determine which architecture fits.
Marcus Della-Fontaine
Contributing Editor
Marcus Della-Fontaine
Marcus spent over a decade embedded in DevOps and platform teams at financial services firms before turning to editorial work, giving him an unusually operational lens on questions of code quality and LLM adoption at scale. He focuses on the practical realities of integrating large language models into existing engineering pipelines.
5 stories
Technical Debt Measurement Across Multi-Repo Codebases
AI coding assistants are accelerating technical debt faster than single-repo metrics can measure it.
Marcus Della-Fontaine
Evaluating a Code Search Tool on Your Own Codebase
Test your actual codebase, not the vendor's demo environment.
Marcus Della-Fontaine
Kubernetes vs Docker Compose for Internal Developer Platform Services
Kubernetes costs money most internal platform services never spend.
Marcus Della-Fontaine
Onboarding Engineers to a Legacy Codebase With Minimal Documentation
Trace execution paths and git history to onboard engineers without written documentation.
Marcus Della-Fontaine