Lobster Trap: OpenClaw in Containers from Local to K8s and Back#
AI Engineer Europe 2026 digest Program Adjacent pick 8–10 April 2026
Sally Ann O'Malley
- Why: Once one engineer's agent setup works, teams want to replicate it — the packaging and distribution problem for agent environments, including the local↔cluster secrets parity question.
- What: A demo taking OpenClaw from a stock local Podman setup to a curated agent bundle, then lifting that same baseline into Kubernetes, with a pragmatic secrets story: Podman secrets for local development, Vault for cluster deployments, and the same agent baseline moving between both. Everything runs on a laptop with local containers and a Kind cluster, with a reproducible tutorial repo.
- How: Containers make the setup reproducible (your best engineer's setup becomes the team standard), Kubernetes makes it distributable, and "back to local" keeps the baseline a starting point rather than a cage.
- Where applicable: Teams standardizing shared agent setups. Hands-on and 101-leaning (laptop + Kind scale), but the "agent baseline as a distributable artifact with portable secrets" pattern transfers.