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A developer shares observations from testing Databricks' Genie Code, arguing that domain-specific agents with native context (schemas, lineage, permissions) are beating general coding agents in niche tasks, though they trade off portability.
This paper introduces symbolic guardrails that enforce concrete policies to provide provable safety and security guarantees for domain-specific AI agents without reducing utility, showing 74% of specified policies can be enforced via simple mechanisms.