v0.5.33 release (latest)

v0.5.33 release notes for the GitHub Release v0.5.33 (release task: Issue #1210).

Tag state (verified against origin)

Ref	Object	Points at
`v0.5.33`	annotated tag `808d044e60752b632510971e325db9d2eba9a165`	commit `05e256646e74a9b72193b27279effc8ad46c0dc3`

Docker: an empty /work volume fails with a raw git rev-parse 128 instead of saying what to mount (Issue #1203; PR #1212)
AGENTS.md: document what the release gate waits for in its own milestone (Issue #1211; PR #1214)
A fix_needed delivery with no scene is unclaimable and silent: paying tenant stuck 6h, asked for help, nothing answered (Issue #1216; PR #1224)
Runner 崩溃停摆：失败评论去重拿到 GraphQL node id，断言要求 int 直接 ValueError (Issue #1217; PR #1220)
线上事故：客户 runner 24 小时崩溃 77 次——分阶段交付的 PR 没有 Fixes 关键字，verify_pr 抛异常杀死进程 (Issue #1219; PR #1223)