Production‑grade apps, data, and AI agents that respect your stack, your standards, and your on‑call schedule.
CI/CD, testing, observability, a11y, runbooks
Data contracts, modeling, lineage, freshness SLOs
Governed agents, retrieval, tools, AgentOps
Repos, pipelines, dashboards, and agents you can own long‑term
Clear separation of responsibilities and boundaries in the stack
Shared language around SLOs and error budgets
Options to work in your cloud and repos