You Do Not Have an AI Problem, You Have a Technical Debt Problem

Teams are under pressure to operationalize AI quickly by integrating it into existing workflows and demonstrate clear return on investment. At the same time, executives report that technical debt limits their ability to realize value from AI investments.

From Monolith to Microservices: Migrate Faster with AI

Vaishnavi M February 18, 2026 From Monolith to Microservices: Migrate Faster with AI As teams return from AWS re:Invent, the conversation around modernization feels more urgent and actionable than in the past. Legacy architecture challenges are not new. Many enterprise systems were originally built as monolithic architectures, where applications are developed and deployed as a […]