Port an MCP server to the stateless spec on Kubernetes: a step-by-step migration

Porting the transport to the v2 SDK is mostly a version bump. The real migration is deciding where handle state lives, and leaving it in pod memory brings the old failure back behind an HTTP 200 that transport retries never see.

August 18, 2026 · 16 min · Hoon Jo

Does switching CLAUDE.md to AGENTS.md slow Claude Code down?

The two AGENTS.md migration workarounds (import, symlink) were measured on Kubernetes incident-response tasks: no penalty in speed or context-load tokens; deltas moved with the symlink control, marking them as run variance.

July 3, 2026 · 4 min · Hoon Jo