Summary
14 of 23 session dump files (61%) are from cron job executions, and every single one records max_retries_exhausted with a provider error (timeout/connection). The cron jobs run on schedule but silently fail — no notification reaches the user, no partial work is preserved, and the failure is invisible without auditing session dumps.
Evidence
- 14/14 cron dumps are failure states
- All with
failure_category: "timeout" or network errors
- Affected jobs: evolution-introspection, evolution-research, evolution-funnel
- The entire self-improvement pipeline has not completed successfully in multiple days
- Cron system reports jobs as "ran" because the agent was invoked — no outcome tracking
Root Cause
Cron jobs execute the agent but have no post-run outcome verification. If the agent fails mid-conversation, no failure signal is emitted — the job appears to have "run" from the scheduler perspective. No structured failure log exists.
Recommended Fix
- Add mandatory cron outcome report step: after max_retries_exhausted, write a structured failure JSON to a known path
- Add cron watchdog that alerts if >=3 consecutive runs of any job produce no deliverable output
- Log failure_category and retry_count to a cron-failures.jsonl that subsequent runs can consume
- Consider a "last_successful_run" TTL per job that triggers alert if exceeded
Generated by evolution-introspection cron job — abstracted from local session analysis, no raw content or PII exposed.
Summary
14 of 23 session dump files (61%) are from cron job executions, and every single one records
max_retries_exhaustedwith a provider error (timeout/connection). The cron jobs run on schedule but silently fail — no notification reaches the user, no partial work is preserved, and the failure is invisible without auditing session dumps.Evidence
failure_category: "timeout"or network errorsRoot Cause
Cron jobs execute the agent but have no post-run outcome verification. If the agent fails mid-conversation, no failure signal is emitted — the job appears to have "run" from the scheduler perspective. No structured failure log exists.
Recommended Fix
Generated by evolution-introspection cron job — abstracted from local session analysis, no raw content or PII exposed.