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Fixed
Preserve live session ownership when task controls run without a daemon:
resume returns to the surviving session, and cancel/retry stay queued until
the daemon can stop it. Select the latest session by start time, so resetting
attempts on a terminal-task retry cannot hide the new session behind history
in the scheduler or dashboard (including attachment and resource samples).
Added
Stateful scheduler coverage for conditional model preferences, policy and
concurrency reloads, dated rolling-window spend, observed provider usage,
historical sessions and offline CLI writers. Forced launch scenarios exercise
draining a lowered concurrency limit, budget expiry and retry deadlines;
minimized bug regressions and an opt-in larger stress run accompany the fixes.