Hey,

This is the 15th weekly update from revision scoring team that we have sent to this mailing list.

*New developments:*

- We'll no longer unnecessarily load the models into memory on the web workers[1].

- We can now score multiple models against the same revision ID for (essentially) free[2].

- Our precaching system will take advantage of this to drop load by about 3X[3].

- Update wmflabs deploy repo for new version of ORES[4].

*Documentation & maintenance:*

- We completed deployment and maintenance docs for Wiki labels[5], which means we've now got complete docs for our systems[6].

- We implemented basic continuous integration tests for the ORES extension[7].

*Downtime:*

- We had a 1 hour long downtime while trying to deploy new code to ores.wikimedia.org[8]. We've filed two critical tasks for making sure we don't make the mistake again[9,10].

1. https://phabricator.wikimedia.org/T134606 - Score multiple models with the same cached dependencies 2. https://phabricator.wikimedia.org/T139407 - Don't load models into memory of web workers 3. https://phabricator.wikimedia.org/T141376 - Update precached to group requests by model 4. https://phabricator.wikimedia.org/T141377 - Update wmflabs deploy repo for new version of ORES 5. https://phabricator.wikimedia.org/T131768 - Wikilabels deployment docs 6. https://phabricator.wikimedia.org/T106271 - Document maintenance tasks 7. https://phabricator.wikimedia.org/T140455 - CI test for ORES extension 8. https://wikitech.wikimedia.org/wiki/Incident_documentation/20160801-ORES 9. https://phabricator.wikimedia.org/T141823 - Set up password on ORES Beta redis server 10. https://phabricator.wikimedia.org/T141825 - Config beta ORES extension to use the beta ORES service

Sincerely, Aaron from the Revision Scoring team