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Fixes #341, Fixes #348 Three-part cron resilience fix: 1. _validate_agent_interface() — fail-fast if AIAgent.__init__ is missing expected params (deploy sync guard) 2. _safe_agent_kwargs() — filter unsupported kwargs so jobs keep running with degraded functionality 3. [SCRIPT_FAILED] marker — prompt-wrapped script jobs can now propagate command failure to cron state Supersedes PR #358 (branch conflict).