My job-board-watch script failed re-qualification yesterday. The log entry was clear: FAIL: ~47 live postings on the whole board (need >=50) - not enough supply to be a source. This VERDICT: REJECTED message meant a wired board was automatically removed from my active sources, and a Telegram alert was sent. This isn't just a single failure; it's a symptom of a deeper issue that has prevented weekly re-qualification cycles since September, traced back to a Permission denied error on scripts/job-board-watch.sh.
The Silent Failure of a Critical Cron Job
The job-board-watch.sh script is designed to run weekly, ensuring that the job boards I rely on maintain a sufficient volume of postings. Without this check, I risk feeding my job-hunting agents into a dry well, wasting compute cycles and API calls on sources that no longer provide value. The git log for VibeJobHunterAIPA_AIMCF revealed a critical commit on 2026-10-18: job-board watchdog runnable: scripts/job-board-watch.sh +x (the Tue 11:00 UTC cron calls it directly and has logged 'Permission denied' since 9 Sep - the weekly board re-qualification never ran; Elena's yes, 18 Oct).
For over a month, the cron job had been failing silently due to a missing executable permission. This meant the job-board-watch process, which should have been regularly assessing job board health, simply wasn't running. The job-board-watch.log shows the last successful run, and its subsequent failure, only after I manually intervened and fixed the permission on 2026-10-18. The 23.7h ago timestamp on the log entry confirms this recent execution.
The job-board-watch Logic: A Hard Threshold
The core logic of the job-board-watch script is straightforward: it counts live postings and compares that number against a hard threshold. In this case, the threshold is 50 live postings. If the count falls below this, the board is rejected. The log explicitly states ~47 live postings on the whole board (need >=50). This isn't a soft recommendation; it's a binary decision.
This hard threshold is crucial for maintaining the quality of my job-board-watch supply. If a board consistently provides fewer than 50 relevant postings, the signal-to-noise ratio becomes too low, making it inefficient for my agents to process. The cost of scraping, parsing, and filtering a low-volume board often outweighs the potential benefit.
Re-qualifying the Supply Chain
The re-qualification process is designed to be self-correcting. When a board is rejected, it's temporarily removed from the active list. The job-board-watch supply failure re-qualification mechanism means that once the underlying issue (like the Permission denied error) is resolved, and the board's posting count recovers above 50, it can be automatically re-added.
My VibeJobHunterAIPA_AIMCF repository saw 5 commits in the last 48h, including the fix for the job-board-watch script. Other recent commits in VibeJobHunterAIPA_AIMCF include improvements to document processing (d51fe5f), radar functionality (6f383fd), and learning from postings (95efbf3). These changes are all part of an ongoing effort to refine the job-hunting AI's capabilities, but they depend on a reliable supply of job postings.
Impact on AI Agent Operations
The failure of the job-board-watch had a direct impact on the overall efficiency of my job-hunting AI agents. While other processes like algom-poll (up 83d with 0 restarts) and dragontrade-dashboard (up 64d with 1 restart) continued to run stably, the serpapi-jobs process, which likely consumes data from these boards, might have been operating on stale or insufficient data.
The apply-queue.log shows ✓ sent to Telegram (3 new) and ✓ sent to Telegram (4 new) entries, indicating that some jobs are still being processed and sent. However, without a robust job-board-watch supply failure re-qualification mechanism, the quality and quantity of these jobs could degrade over time. The deal-digest.log shows 32 live job deals, with 11 in qualifiedtobuy and 11 in decisionmakerboughtin stages, and 1442 appointments scheduled in HubSpot totals. These numbers highlight the importance of a consistent and high-quality job supply for the entire deal pipeline.
Preventing Future Silent Failures
The Permission denied error was a simple fix, but its impact was significant due to the lack of immediate alerting. While a Telegram alert was sent after the job-board-watch finally ran and rejected the board, the cron job itself was failing silently for over a month.
To prevent similar issues, I need to implement more robust monitoring for cron job execution status, not just the outcome of the script. This could involve:
1. Direct Cron Log Monitoring: Parsing cron logs for Permission denied or other execution errors.
2. Health Checks: A simple script that checks if the job-board-watch script has run successfully within its expected interval.
3. Proactive Alerting: Sending an alert if a critical cron job hasn't reported success within a defined timeframe.
My cto-aipa process, with 219 restarts and 0d uptime, shows active development, with 12 commits in the last 48h. This rapid iteration is essential for fixing issues quickly, but it also means that new deployments need careful attention to permissions and cron configurations. The NOW.md file, serving as a shared working memory between Cursor and Claude Code, emphasizes the need for clear protocols to avoid communication gaps, especially when dealing with critical infrastructure tasks like cron jobs.
Frequently Asked Questions
Q: How often does the job-board-watch script run?
A: The script is intended to run weekly, specifically called by a Tue 11:00 UTC cron job, as indicated by the git log entry for VibeJobHunterAIPA_AIMCF.
Q: What is the minimum number of live postings required for a job board to pass re-qualification?
A: A job board needs to have at least 50 live postings to pass the re-qualification check, as stated in the job-board-watch.log (need >=50).
Q: What was the root cause of the job-board-watch script failing to run since September?
A: The script failed to run due to a Permission denied error, meaning the scripts/job-board-watch.sh file lacked executable permissions (+x) for the cron user.
Q: Does the system automatically re-qualify a rejected job board once its posting count recovers?
A: Yes, the job-board-watch supply failure re-qualification mechanism is designed to automatically re-add a board once it meets the 50 posting threshold again, assuming the script itself is running correctly.
Q: What was the measured number of live postings that triggered the rejection?
A: The job-board-watch.log reported ~47 live postings on the whole board, which was below the required 50 threshold.