Agent Management
AI agent runs, data source monitoring, and quality metrics
05 Mar 2026
Collected Today
347
records
Duplicates Removed
46
de-duplicated
Active Sources
18
of 8 configured
Avg Confidence
91.3%
across all records
Records by Source
Data Sources
topjobs.lk
Job Portal · 4,280 records
97%
reliable
linkedin.com
Job Portal · 2,840 records
94%
reliable
xpress.jobs
Job Portal · 1,620 records
92%
reliable
slbfe.lk
Government · 1,890 records
96%
reliable
employer portal
Direct Feed · 980 records
99%
reliable
newspaper scans
Print Media · 420 records
82%
reliable
ikman.lk
Classifieds · 380 records
78%
reliable
roar.media/jobs
Job Portal · 210 records
85%
reliable
Recent Agent Runs
| Run ID | Timestamp | Source | Collected | Duplicates | PII Redacted | Low Conf. | Errors | Status | Duration |
|---|---|---|---|---|---|---|---|---|---|
| AR-0148 | 2026-03-04 06:00 | topjobs.lk | 142 | 18 | 3 | 7 | 0 | success | 2m 34s |
| AR-0147 | 2026-03-04 06:00 | linkedin.com | 89 | 12 | 1 | 4 | 0 | success | 3m 12s |
| AR-0146 | 2026-03-04 06:00 | xpress.jobs | 67 | 9 | 2 | 5 | 0 | success | 1m 48s |
| AR-0145 | 2026-03-04 06:00 | slbfe.lk | 34 | 4 | 0 | 2 | 0 | success | 1m 15s |
| AR-0144 | 2026-03-04 06:00 | newspaper scans | 15 | 3 | 5 | 8 | 1 | partial | 4m 02s |
| AR-0143 | 2026-03-03 18:00 | topjobs.lk | 128 | 15 | 2 | 6 | 0 | success | 2m 22s |
| AR-0142 | 2026-03-03 18:00 | linkedin.com | 76 | 8 | 0 | 3 | 0 | success | 2m 58s |
| AR-0141 | 2026-03-03 18:00 | employer portal | 23 | 1 | 0 | 0 | 0 | success | 0m 42s |
| AR-0140 | 2026-03-03 12:00 | topjobs.lk | 0 | 0 | 0 | 0 | 3 | failed | 0m 08s |
| AR-0139 | 2026-03-03 06:00 | topjobs.lk | 135 | 21 | 4 | 9 | 0 | success | 2m 45s |
Data Pipeline Overview
Sources
18 active
AI Agent
Collect & Parse
Extract
Structured Fields
Classify
ISCO / Sectors
Quality
De-dup & Validate
Store
PostgreSQL
Dashboards
Analytics & API