Tonight in Pattaya
events4pattaya

Sources

The public guide is built from recurring schedules, manual/editorial entries, future seed events, and monitored external sources. The recurring layer keeps the calendar non-empty while crawler results and review candidates add freshness.

Operationally live, not launch-ready yet.
Data depth is thin (63%).
Launch readiness

55% / not_ready

3 blockers; 0 warnings

Data depth

63% / thin

3 warnings; recurring share 95%

Refresh status

failed

Last refresh: 3.7 hours ago

Source status

partial

28/36 configured sources reached on last run; 8 quiet yield

Live listings

1910

1684 total catalog records after internal support listings

Recurring base

1868

40 recurring definitions

Review due

1868

Curated or recurring listings that need owner verification before they stay public

Public source listings

74

13 source feeds; 74 public in the current visitor window; 98 monitored future finds total

Review candidates

14

Crawler finds waiting for manual approval

Verified/manual

3

Owner-approved manual entries

Recent refresh history

Last 10 refreshes

Rolling KV history of cron, manual, and background refreshes. This makes a bad crawl visible even after the site has recovered.

Monitored crawler sources

36 source adapters

These feeds and venue pages are checked by the crawler. Strong venue/ticket sources can publish directly after the quality gate; broader event pages are used as review leads so they do not pollute the visitor calendar.

Last full crawl yield by adapter: public listings, review leads, fetched items, rejected noise, and failure state. This is the operational view for spotting thin or broken sources before the public product goes stale.

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