Overview
Where the Clusterflick pipeline stands: what the catalogue looks like, what the LLM cost, how reliably the flows ran, and which sources stopped answering.
Needs attention
Every check the reports run, in one list. Each links to the page that explains it.
- 15 matched movies have no posterWatch
These matched to a film but came back without artwork, so they render as blanks on the site.
- Retrieve needed a hand on 19 of 68 runsWatch
Only 72% of runs in the last 30 days finished first time unaided.
- 4 cinemas have no listings at allWatch
A cinema is always showing something, so an empty one usually means its retrieval has stopped producing rather than that it went dark. Venues that only host the occasional screening are excluded.
Catalogue
Film match rateOK
94.8%
79 film listings unmatched. Shorts, talks and events are excluded — they have no film to match to.
Poster coverageOK
98.9%
Of movies that matched. A matched movie with no poster renders as a blank on the site.
Movies tracked
1,840
Across 414 venues
Upcoming performances
21,705
Still ahead of the build time
LLM usage
Spend on 2026-09-13
$0.483
Mean $0.499/day over the window · 0% week on week
Cache hit rateWatch
51%
A cold cache is what makes a day expensive — the same work costs several times more.
2026-09 projected
$14.45
$6.26 over 13 of 30 days, at the current rate
Daily spend27 days to 2026-09-13
Pipeline
| Flow | Runs | Succeeded | Unassisted | Median run | Last run |
|---|---|---|---|---|---|
| Retrieve | 68 | 94% | 72% | 1h 32m | 8 hours ago |
| Transform | 73 | 100% | 81% | 20m 29s | 7 hours ago |
| Diff | 73 | 100% | n/a | 2m 1s | 7 hours ago |
| Combine | 75 | 99% | n/a | 2m 7s | 7 hours ago |
| Match | 30 | 100% | 97% | 3h 7m | 10 hours ago |
| Calendar | 75 | 99% | n/a | 4m 12s | 7 hours ago |
| Website | 100 | 95% | n/a | 20m 32s | 7 hours ago |