Own and advance internal systems that let engineers and agents ship correct Salesforce production code: autonomous coding pipelines, root-cause analysis and evals, enforced architecture via deterministic checks, local Apex test tooling, and quality/safety guardrails. Extend observability, CI/CD, and orchestration to make test-first and agentic development reliable at scale.