Agent-Infrastructure

Your infrastructure runs on AWS. Your team has approval to build agentic AI. Now you face the question that takes most engineering leads three weeks to answer confidently: is Amazon Bedrock Agents the right foundation, or will the architecture choices you make now lock you into a path that is hard to reverse? AWS holds 31% of global cloud market share (Synergy Research, Q4 2024). For the majority of enterprise engineering teams, that means your production systems – Lambda, RDS, S3, API Gateway – already live in Bedrock’s native ecosystem. The question is not whether AWS has a competitive offering. It is whether the platform’s tradeoffs map to what your team actually needs to build. ...

Your team has approved a budget for agentic AI. Your infrastructure runs on Google Cloud. Now comes the question that engineers and CTOs spend weeks trying to answer: is Vertex AI Agent Builder the right place to build, or are you locking into a Google-shaped box that limits you later? This guide gives you a straight answer – what the platform actually does, where it outperforms alternatives, and where the friction is real. ...