Engineering
Configuration Before Code Generation
Why enterprise Agent systems should compose trusted capabilities before generating new application code.
Generation should not be the first tool
AI makes code generation easy, which can encourage teams to solve every variation with more code. In enterprise systems, this quickly creates inconsistent models, duplicated logic, upgrade conflicts, and unclear ownership.
Use the lowest sufficient execution level
A reliable Agent should first attempt a business command, then declarative configuration, then a managed extension. Core engineering is reserved for reusable product capability or changes to platform guarantees.
Metadata is operational leverage
Objects, fields, views, forms, workflows, roles, dashboards, and templates can be changed safely when they are represented as validated definitions. The Agent works with a small semantic model instead of a large repository.
Extensions protect the product boundary
Customer-specific behavior sometimes exceeds configuration. A managed extension provides versioning, namespace ownership, validation, compatibility checks, audit, and rollback without forking official modules.
A durable engineering principle
Compose before generating. Configure before coding. Extend before forking. This order reduces token usage, implementation risk, technical debt, and long-term upgrade cost.
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Prove it in a real workflow
Start with one priority business workflow.
Validate the Agent, business data, permissions, workflow, and execution loop in 1–2 weeks.