Coder provides financial institutions with self-hosted, reproducible development environments for scaling AI-assisted workflows without moving regulated code or data onto local machines. Each AI agent operates in a secure, ephemeral workspace with strict access controls, managed secrets, and audit logging, reducing exposure across the software development lifecycle. Data teams receive standardized Python environments defined as code, eliminating dependency drift and supporting consistent handling of sensitive workloads. On-demand, right-sized environments automatically start and stop to reduce idle compute and infrastructure costs. Coder also replaces inconsistent laptop and VDI setups with cloud environments aligned to production systems. A cited global investment firm reported that codin

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