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 IDTimestampSourceCollectedDuplicatesPII RedactedLow Conf.ErrorsStatusDuration
AR-01482026-03-04 06:00topjobs.lk14218370success2m 34s
AR-01472026-03-04 06:00linkedin.com8912140success3m 12s
AR-01462026-03-04 06:00xpress.jobs679250success1m 48s
AR-01452026-03-04 06:00slbfe.lk344020success1m 15s
AR-01442026-03-04 06:00newspaper scans153581partial4m 02s
AR-01432026-03-03 18:00topjobs.lk12815260success2m 22s
AR-01422026-03-03 18:00linkedin.com768030success2m 58s
AR-01412026-03-03 18:00employer portal231000success0m 42s
AR-01402026-03-03 12:00topjobs.lk00003failed0m 08s
AR-01392026-03-03 06:00topjobs.lk13521490success2m 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