A Dual-Helix Governance Approach Towards Reliable Agentic AI for WebGIS Development (1 minute read)
TLDR AI
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Generative AI
LLMs
This study presents a dual-helix governance framework that addresses LLM limitations in WebGIS development by treating issues as structural governance challenges rather than reliance on model capacity alone. Implemented in the FutureShorelines WebGIS tool, this approach reduced cyclomatic complexity by 51% and improved maintainability. The open-source AgentLoom toolkit s this framework, highlighting the importance of externalized governance in reliable geospatial engineering.