Adapter maintenance required

# Dedicated adapter health

- Checked adapters: 302
- Healthy: 259
- Schools needing maintenance: 43
- Schools monitoring without exact windows: 213
- Schools that gained exact windows: None
- Published-data risks: 19
- Unavailable adapters: 25
- Non-blocking catalogue count warnings: 15

## Maintenance required

| University | Priority | Catalogue | Windows | Reason | Next action | Last success |
|---|---|---|---|---|---|---|
| Beijing Institute of Technology | availability | error | partial | Adapter failed 2 consecutive checks: [Errno 101] Network is unreachable | Check source access; update the endpoint or official-domain fallback. | 2026-09-03T09:06:42.760461+00:00 |
| California Institute of Technology (Caltech) | availability | error | unknown | Adapter failed 42 consecutive checks: Caltech application page lacked its target academic year | Check source access; update the endpoint or official-domain fallback. | 2026-07-14T22:44:38.493805+00:00 |
| Case Western Reserve University | data integrity | ok | monitoring | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T08:47:19.718870+00:00 |
| Indian Institute of Technology Bombay (IITB) | availability | error | monitoring | Adapter failed 6 consecutive checks: indian-institute-of-technology-bombay-iitb catalogue contained 0 master's programmes; expected at least 40 | Check source access; update the endpoint or official-domain fallback. | 2026-08-30T10:33:48.781119+00:00 |
| Johannes Gutenberg University Mainz | availability | error | partial | Adapter failed 3 consecutive checks: HTTP 404 | Check source access; update the endpoint or official-domain fallback. | 2026-09-02T09:35:59.099966+00:00 |
| Khalifa University | data integrity | ok | monitoring | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:01:09.650550+00:00 |
| KTH Royal Institute of Technology | data integrity | ok | monitoring | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:01:42.922808+00:00 |
| Macquarie University (Sydney, Australia) | data integrity | ok | monitoring | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:06:02.043996+00:00 |
| Medical University of Vienna | data integrity | ok | exact | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:06:34.159419+00:00 |
| Nanyang Technological University, Singapore (NTU Singapore) | data integrity | ok | partial | NTU's official application table contains 10 rows that could not be matched to the official coursework catalogue. | Check source access; update the endpoint or official-domain fallback. | 2026-09-05T09:10:19.754528+00:00 |
| Northwestern University | data integrity | error | monitoring | Adapter failed 8 consecutive checks: Northwestern Bienen's official timeline source did not contain MM/DMA application timeline content Exact window count fell from baseline 11 to 0. Observed window count fell from baseline 11 to 0. | Compare the official cycle with parsed windows before publication. | 2026-08-28T00:47:01.617158+00:00 |
| Pohang University of Science And Technology (POSTECH) | data integrity | ok | exact | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:14:42.103937+00:00 |
| Princeton University | availability | error | needs-opening-date | Adapter failed 37 consecutive checks: Princeton's official next application cycle was not found | Check source access; update the endpoint or official-domain fallback. | 2026-07-29T07:10:30.551856+00:00 |
| Purdue University | availability | error | monitoring | Adapter failed 8 consecutive checks: purdue-university catalogue contained 118 master's programmes; expected at least 120 | Check source access; update the endpoint or official-domain fallback. | 2026-08-28T00:52:02.095112+00:00 |
| Queen Mary University of London | data integrity | ok | monitoring | 1 programme record(s) disappeared before their lifecycle could be treated as expired. | Check source access; update the endpoint or official-domain fallback. | 2026-09-05T09:15:35.518249+00:00 |
| Queen's University Belfast | availability | error | monitoring | Adapter failed 4 consecutive checks: QUB's January programme list did not match the main catalogue: [('people analytics', 'msc')] | Check source access; update the endpoint or official-domain fallback. | 2026-09-01T10:18:26.336806+00:00 |
| Soochow University (China) | availability | error | partial | Adapter failed 5 consecutive checks: Direct retrieval and browser fallback failed: direct=[Errno 101] Network is unreachable; browser=Cloudflare Browser Rendering returned HTTP 422: [{'code': 6002, 'message': 'A timeout was reached. Check gotoOptions/waitForSelector/waitForTimeout/actionTimeout options.', 'detail | Check source access; update the endpoint or official-domain fallback. | 2026-08-31T11:55:26.337843+00:00 |
| South China University of Technology | availability | error | unknown | Adapter failed 24 consecutive checks: SCUT catalogue did not expose its programme selector | Check source access; update the endpoint or official-domain fallback. | 2026-08-13T04:33:21.464199+00:00 |
| The University of Manchester | data integrity | ok | partial | Exact window count fell from baseline 72 to 68. Observed window count fell from baseline 427 to 279. | Compare the official cycle with parsed windows before publication. | 2026-09-05T09:05:18.779711+00:00 |
| University of Nottingham | availability | error | monitoring | Adapter failed 10 consecutive checks: Nottingham's official course search contained 139 master's courses; expected at least 140 | Check source access; update the endpoint or official-domain fallback. | 2026-08-26T05:42:19.184925+00:00 |
| The University of Queensland | availability | error | unknown | Adapter failed 42 consecutive checks: UQ detail retrieval failed for 87/87 programmes | Check source access; update the endpoint or official-domain fallback. | 2026-07-06T13:50:25.975297+00:00 |
| The University of Sydney | data integrity | ok | needs-opening-date | Observed window count fell from baseline 696 to 676. | Check source access; update the endpoint or official-domain fallback. | 2026-09-05T09:28:52.685118+00:00 |
| The University of Western Australia | data integrity | ok | monitoring | 2 programme record(s) disappeared before their lifecycle could be treated as expired. | Check source access; update the endpoint or official-domain fallback. | 2026-09-05T09:47:28.574434+00:00 |
| Tufts University | availability | error | unknown | Adapter failed 26 consecutive checks: HTTP 403 | Check source access; update the endpoint or official-domain fallback. | 2026-08-11T02:06:38.353496+00:00 |
| UCL | availability | error | monitoring | Adapter failed 3 consecutive checks: UCL official catalogue only contained 0 taught courses; expected at least 550 | Check source access; update the endpoint or official-domain fallback. | 2026-09-02T10:02:53.885349+00:00 |
| Universiti Kebangsaan Malaysia (UKM) | data integrity | ok | monitoring | 1 programme record(s) disappeared before their lifecycle could be treated as expired. | Check source access; update the endpoint or official-domain fallback. | 2026-09-05T09:37:35.554098+00:00 |
| University of California, Irvine | data integrity | ok | needs-opening-date | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:37:08.114483+00:00 |
| University of California, San Francisco | availability | error | monitoring | Adapter failed 11 consecutive checks: UCSF portal contained 4 master's routes; expected at least 12 | Check source access; update the endpoint or official-domain fallback. | 2026-08-25T05:59:19.009415+00:00 |
| The University of Edinburgh | availability | error | unknown | Adapter failed 42 consecutive checks: University of Edinburgh detail refresh failed for 19 of 24 programme pages (79.2%); previous exact windows were preserved | Check source access; update the endpoint or official-domain fallback. | 2026-07-14T18:21:45.060199+00:00 |
| University of Glasgow | data integrity | ok | monitoring | Exact window count fell from baseline 1 to 0. Observed window count fell from baseline 185 to 0. | Compare the official cycle with parsed windows before publication. | 2026-09-05T08:54:02.321289+00:00 |
| University of Gothenburg | data integrity | ok | monitoring | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T08:54:53.122067+00:00 |
| University of Hamburg | availability | error | monitoring | Adapter failed 10 consecutive checks: Hamburg's official catalogue asset is missing | Check source access; update the endpoint or official-domain fallback. | 2026-08-26T05:26:46.263233+00:00 |
| University of Leicester | availability | error | monitoring | Adapter failed 25 consecutive checks: Leicester's official postgraduate application guide is missing | Check source access; update the endpoint or official-domain fallback. | 2026-08-11T08:04:44.041800+00:00 |
| University of Oxford | availability | error | unknown | Adapter failed 42 consecutive checks: Direct retrieval and browser fallback failed: direct=HTTP 403; browser=The read operation timed out | Check source access; update the endpoint or official-domain fallback. | 2026-07-14T03:14:35.526337+00:00 |
| University of Pennsylvania | data integrity | ok | partial | Exact window count fell from baseline 21 to 19. Observed window count fell from baseline 34 to 32. | Compare the official cycle with parsed windows before publication. | 2026-09-05T09:44:48.190574+00:00 |
| University of Southampton | data integrity | ok | needs-opening-date | 1 programme record(s) disappeared before their lifecycle could be treated as expired. | Check source access; update the endpoint or official-domain fallback. | 2026-09-05T09:24:11.812392+00:00 |
| University of Southern California | availability | error | unknown | Adapter failed 27 consecutive checks: HTTP 403 | Check source access; update the endpoint or official-domain fallback. | 2026-08-09T20:33:52.659548+00:00 |
| University of Toronto | availability | error | unknown | Adapter failed 42 consecutive checks: Expecting value: line 1 column 1 (char 0) | Check source access; update the endpoint or official-domain fallback. | 2026-07-23T15:17:30.251008+00:00 |
| University of Utah | availability | error | needs-opening-date | Adapter failed 5 consecutive checks: Utah Kahlert Fall 2027 deadline source produced zero windows | Check source access; update the endpoint or official-domain fallback. | 2026-08-31T12:18:58.457676+00:00 |
| University of Washington | availability | error | monitoring | Adapter failed 12 consecutive checks: Expecting value: line 1 column 1 (char 0) | Check source access; update the endpoint or official-domain fallback. | 2026-08-24T06:26:39.832871+00:00 |
| University of Wollongong | data integrity | ok | monitoring | The official window-watch source changed in two consecutive checks, but the parsed window result did not change. | Review the official date signals and update window parsing if needed. | 2026-09-05T09:47:20.298823+00:00 |
| Technische Universität Wien | availability | error | monitoring | Adapter failed 12 consecutive checks: vienna-university-of-technology catalogue contained 0 master's programmes; expected at least 30 | Check source access; update the endpoint or official-domain fallback. | 2026-08-24T06:11:04.801811+00:00 |
| Yonsei University | availability | error | exact | Adapter failed 3 consecutive checks: Yonsei admissions page did not link both English campus guides | Check source access; update the endpoint or official-domain fallback. | 2026-09-02T10:17:20.581090+00:00 |

## Warnings

- King Abdulaziz University (KAU): catalogue count changed from 118 to 117; the adapter remains healthy while the cumulative change is monitored.
- Michigan State University: catalogue count changed from 181 to 172; the adapter remains healthy while the cumulative change is monitored.
- New York University (NYU): catalogue count changed from 234 to 226; the adapter remains healthy while the cumulative change is monitored.
- Newcastle University: catalogue count changed from 188 to 178; the adapter remains healthy while the cumulative change is monitored.
- Queen Mary University of London: catalogue count changed from 285 to 284; the adapter remains healthy while the cumulative change is monitored.
- Swinburne University of Technology: catalogue count changed from 47 to 46; the adapter remains healthy while the cumulative change is monitored.
- The University of Manchester: catalogue count changed from 271 to 264; the adapter remains healthy while the cumulative change is monitored.
- The University of Sydney: catalogue count changed from 174 to 169; the adapter remains healthy while the cumulative change is monitored.
- The University of Western Australia: catalogue count changed from 93 to 91; the adapter remains healthy while the cumulative change is monitored.
- Universiti Kebangsaan Malaysia (UKM): catalogue count changed from 177 to 176; the adapter remains healthy while the cumulative change is monitored.
- University of Glasgow: catalogue count changed from 248 to 241; the adapter remains healthy while the cumulative change is monitored.
- University of Groningen: catalogue count changed from 208 to 203; the adapter remains healthy while the cumulative change is monitored.
- University of Rochester: catalogue count changed from 83 to 82; the adapter remains healthy while the cumulative change is monitored.
- University of Southampton: catalogue count changed from 202 to 201; the adapter remains healthy while the cumulative change is monitored.
- University of St Andrews: catalogue count changed from 106 to 103; the adapter remains healthy while the cumulative change is monitored.

Expected `monitoring` status is not an error. The issue body is refreshed after
every full run, while consolidated reminder comments are limited to once every
seven days until all alerts clear.


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Adapter maintenance required #42

Dedicated adapter health

Maintenance required

Warnings

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University	Priority	Catalogue	Windows	Reason	Next action	Last success
Beijing Institute of Technology	availability	error	partial	Adapter failed 2 consecutive checks: [Errno 101] Network is unreachable	Check source access; update the endpoint or official-domain fallback.	2026-09-03T09:06:42.760461+00:00
California Institute of Technology (Caltech)	availability	error	unknown	Adapter failed 42 consecutive checks: Caltech application page lacked its target academic year	Check source access; update the endpoint or official-domain fallback.	2026-07-14T22:44:38.493805+00:00
Case Western Reserve University	data integrity	ok	monitoring	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T08:47:19.718870+00:00
Indian Institute of Technology Bombay (IITB)	availability	error	monitoring	Adapter failed 6 consecutive checks: indian-institute-of-technology-bombay-iitb catalogue contained 0 master's programmes; expected at least 40	Check source access; update the endpoint or official-domain fallback.	2026-08-30T10:33:48.781119+00:00
Johannes Gutenberg University Mainz	availability	error	partial	Adapter failed 3 consecutive checks: HTTP 404	Check source access; update the endpoint or official-domain fallback.	2026-09-02T09:35:59.099966+00:00
Khalifa University	data integrity	ok	monitoring	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:01:09.650550+00:00
KTH Royal Institute of Technology	data integrity	ok	monitoring	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:01:42.922808+00:00
Macquarie University (Sydney, Australia)	data integrity	ok	monitoring	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:06:02.043996+00:00
Medical University of Vienna	data integrity	ok	exact	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:06:34.159419+00:00
Nanyang Technological University, Singapore (NTU Singapore)	data integrity	ok	partial	NTU's official application table contains 10 rows that could not be matched to the official coursework catalogue.	Check source access; update the endpoint or official-domain fallback.	2026-09-05T09:10:19.754528+00:00
Northwestern University	data integrity	error	monitoring	Adapter failed 8 consecutive checks: Northwestern Bienen's official timeline source did not contain MM/DMA application timeline content Exact window count fell from baseline 11 to 0. Observed window count fell from baseline 11 to 0.	Compare the official cycle with parsed windows before publication.	2026-08-28T00:47:01.617158+00:00
Pohang University of Science And Technology (POSTECH)	data integrity	ok	exact	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:14:42.103937+00:00
Princeton University	availability	error	needs-opening-date	Adapter failed 37 consecutive checks: Princeton's official next application cycle was not found	Check source access; update the endpoint or official-domain fallback.	2026-07-29T07:10:30.551856+00:00
Purdue University	availability	error	monitoring	Adapter failed 8 consecutive checks: purdue-university catalogue contained 118 master's programmes; expected at least 120	Check source access; update the endpoint or official-domain fallback.	2026-08-28T00:52:02.095112+00:00
Queen Mary University of London	data integrity	ok	monitoring	1 programme record(s) disappeared before their lifecycle could be treated as expired.	Check source access; update the endpoint or official-domain fallback.	2026-09-05T09:15:35.518249+00:00
Queen's University Belfast	availability	error	monitoring	Adapter failed 4 consecutive checks: QUB's January programme list did not match the main catalogue: [('people analytics', 'msc')]	Check source access; update the endpoint or official-domain fallback.	2026-09-01T10:18:26.336806+00:00
Soochow University (China)	availability	error	partial	Adapter failed 5 consecutive checks: Direct retrieval and browser fallback failed: direct=[Errno 101] Network is unreachable; browser=Cloudflare Browser Rendering returned HTTP 422: [{'code': 6002, 'message': 'A timeout was reached. Check gotoOptions/waitForSelector/waitForTimeout/actionTimeout options.', 'detail	Check source access; update the endpoint or official-domain fallback.	2026-08-31T11:55:26.337843+00:00
South China University of Technology	availability	error	unknown	Adapter failed 24 consecutive checks: SCUT catalogue did not expose its programme selector	Check source access; update the endpoint or official-domain fallback.	2026-08-13T04:33:21.464199+00:00
The University of Manchester	data integrity	ok	partial	Exact window count fell from baseline 72 to 68. Observed window count fell from baseline 427 to 279.	Compare the official cycle with parsed windows before publication.	2026-09-05T09:05:18.779711+00:00
University of Nottingham	availability	error	monitoring	Adapter failed 10 consecutive checks: Nottingham's official course search contained 139 master's courses; expected at least 140	Check source access; update the endpoint or official-domain fallback.	2026-08-26T05:42:19.184925+00:00
The University of Queensland	availability	error	unknown	Adapter failed 42 consecutive checks: UQ detail retrieval failed for 87/87 programmes	Check source access; update the endpoint or official-domain fallback.	2026-07-06T13:50:25.975297+00:00
The University of Sydney	data integrity	ok	needs-opening-date	Observed window count fell from baseline 696 to 676.	Check source access; update the endpoint or official-domain fallback.	2026-09-05T09:28:52.685118+00:00
The University of Western Australia	data integrity	ok	monitoring	2 programme record(s) disappeared before their lifecycle could be treated as expired.	Check source access; update the endpoint or official-domain fallback.	2026-09-05T09:47:28.574434+00:00
Tufts University	availability	error	unknown	Adapter failed 26 consecutive checks: HTTP 403	Check source access; update the endpoint or official-domain fallback.	2026-08-11T02:06:38.353496+00:00
UCL	availability	error	monitoring	Adapter failed 3 consecutive checks: UCL official catalogue only contained 0 taught courses; expected at least 550	Check source access; update the endpoint or official-domain fallback.	2026-09-02T10:02:53.885349+00:00
Universiti Kebangsaan Malaysia (UKM)	data integrity	ok	monitoring	1 programme record(s) disappeared before their lifecycle could be treated as expired.	Check source access; update the endpoint or official-domain fallback.	2026-09-05T09:37:35.554098+00:00
University of California, Irvine	data integrity	ok	needs-opening-date	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:37:08.114483+00:00
University of California, San Francisco	availability	error	monitoring	Adapter failed 11 consecutive checks: UCSF portal contained 4 master's routes; expected at least 12	Check source access; update the endpoint or official-domain fallback.	2026-08-25T05:59:19.009415+00:00
The University of Edinburgh	availability	error	unknown	Adapter failed 42 consecutive checks: University of Edinburgh detail refresh failed for 19 of 24 programme pages (79.2%); previous exact windows were preserved	Check source access; update the endpoint or official-domain fallback.	2026-07-14T18:21:45.060199+00:00
University of Glasgow	data integrity	ok	monitoring	Exact window count fell from baseline 1 to 0. Observed window count fell from baseline 185 to 0.	Compare the official cycle with parsed windows before publication.	2026-09-05T08:54:02.321289+00:00
University of Gothenburg	data integrity	ok	monitoring	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T08:54:53.122067+00:00
University of Hamburg	availability	error	monitoring	Adapter failed 10 consecutive checks: Hamburg's official catalogue asset is missing	Check source access; update the endpoint or official-domain fallback.	2026-08-26T05:26:46.263233+00:00
University of Leicester	availability	error	monitoring	Adapter failed 25 consecutive checks: Leicester's official postgraduate application guide is missing	Check source access; update the endpoint or official-domain fallback.	2026-08-11T08:04:44.041800+00:00
University of Oxford	availability	error	unknown	Adapter failed 42 consecutive checks: Direct retrieval and browser fallback failed: direct=HTTP 403; browser=The read operation timed out	Check source access; update the endpoint or official-domain fallback.	2026-07-14T03:14:35.526337+00:00
University of Pennsylvania	data integrity	ok	partial	Exact window count fell from baseline 21 to 19. Observed window count fell from baseline 34 to 32.	Compare the official cycle with parsed windows before publication.	2026-09-05T09:44:48.190574+00:00
University of Southampton	data integrity	ok	needs-opening-date	1 programme record(s) disappeared before their lifecycle could be treated as expired.	Check source access; update the endpoint or official-domain fallback.	2026-09-05T09:24:11.812392+00:00
University of Southern California	availability	error	unknown	Adapter failed 27 consecutive checks: HTTP 403	Check source access; update the endpoint or official-domain fallback.	2026-08-09T20:33:52.659548+00:00
University of Toronto	availability	error	unknown	Adapter failed 42 consecutive checks: Expecting value: line 1 column 1 (char 0)	Check source access; update the endpoint or official-domain fallback.	2026-07-23T15:17:30.251008+00:00
University of Utah	availability	error	needs-opening-date	Adapter failed 5 consecutive checks: Utah Kahlert Fall 2027 deadline source produced zero windows	Check source access; update the endpoint or official-domain fallback.	2026-08-31T12:18:58.457676+00:00
University of Washington	availability	error	monitoring	Adapter failed 12 consecutive checks: Expecting value: line 1 column 1 (char 0)	Check source access; update the endpoint or official-domain fallback.	2026-08-24T06:26:39.832871+00:00
University of Wollongong	data integrity	ok	monitoring	The official window-watch source changed in two consecutive checks, but the parsed window result did not change.	Review the official date signals and update window parsing if needed.	2026-09-05T09:47:20.298823+00:00
Technische Universität Wien	availability	error	monitoring	Adapter failed 12 consecutive checks: vienna-university-of-technology catalogue contained 0 master's programmes; expected at least 30	Check source access; update the endpoint or official-domain fallback.	2026-08-24T06:11:04.801811+00:00
Yonsei University	availability	error	exact	Adapter failed 3 consecutive checks: Yonsei admissions page did not link both English campus guides	Check source access; update the endpoint or official-domain fallback.	2026-09-02T10:17:20.581090+00:00

Adapter maintenance required #42

Description

Dedicated adapter health

Maintenance required

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