The hidden technical debt of agentic engineering

Agentic engineering, while allowing for easy creation of autonomous agents, presents significant challenges when scaling these agents to work in production environments. The complexity lies not in the agent code itself, but rather in the surrounding infrastructure, which includes integration, context management, governance, and orchestration. This infrastructure is crucial for ensuring that agents can function effectively while maintaining security and compliance. Hidden technical debts arise from issues such as fragmented context, lack of visibility into agent existence and performance, inconsistent governance, and non-deterministic workflows, all of which can lead to inefficiencies and potential security risks. As organizations continue to leverage agents, they face the challenge of balancing autonomy with control, necessitating the development of robust infrastructure to manage and govern these systems effectively. This situation mirrors the earlier evolution of microservices, where the initial freedom led to disorganization, eventually requiring the imposition of standards and centralized control to restore order and efficiency.