Insights on enterprise legacy application modernization
Spring AI lowers the friction of building agents and RAG inside Spring Boot, but production governance still lives outside the framework. Architecture, evaluation loop, cost model, and operational checklist.
Enterprise agents are moving from demos to operated platform workloads, with observability, evals, runtime ownership, policy controls, and cost management becoming the real production boundary.
The JetBrains Developer Ecosystem Survey 2026 is the inflection point: coding agents went from experiment to the default workflow. For Java teams, the shift isn't autocomplete — it's agents that orchestrate multi-file changes and open PRs from the IDE or CLI.
Discover the benefits of modernizing your legacy applications to cloud-native architectures on AWS with AI assistance.