Ga offline met de app Player FM !
How Slack fully automates deploys and anomaly detection with Z-scores | Sean Mcllroy (Slack)
Manage episode 414142113 series 3338504
This week we’re joined by Sean Mcllroy from Slack’s Release Engineering team to learn about how they’ve fully automated their deployment process. This conversation covers Slack’s original release process, key changes Sean’s team has made, and the latest challenges they’re working on today.
Discussion points:
- (1:34): The Release Engineering team
- (2:13): How the monolith has served Slack
- (3:24): How the deployment process used to work
- (6:23): The complexity of the deploy itself
- (7:39): Early ideas for improving the deployment process
- (9:07): Why anomaly detection is challenging
- (10:32): What a Z-score is
- (13:23): Managing noise with Z-scores
- (16:49): Presenting this information to people that need it
- (19:54): Taking humans out of the process
- (23:13): Handling rollbacks
- (25:27): Not overloading developers with information
- (28:26): Handling large deployments
Mentions and links:
- Read Sean’s blog post, The Scary Thing About Deploys
- Follow Sean on LinkedIn
64 afleveringen
Manage episode 414142113 series 3338504
This week we’re joined by Sean Mcllroy from Slack’s Release Engineering team to learn about how they’ve fully automated their deployment process. This conversation covers Slack’s original release process, key changes Sean’s team has made, and the latest challenges they’re working on today.
Discussion points:
- (1:34): The Release Engineering team
- (2:13): How the monolith has served Slack
- (3:24): How the deployment process used to work
- (6:23): The complexity of the deploy itself
- (7:39): Early ideas for improving the deployment process
- (9:07): Why anomaly detection is challenging
- (10:32): What a Z-score is
- (13:23): Managing noise with Z-scores
- (16:49): Presenting this information to people that need it
- (19:54): Taking humans out of the process
- (23:13): Handling rollbacks
- (25:27): Not overloading developers with information
- (28:26): Handling large deployments
Mentions and links:
- Read Sean’s blog post, The Scary Thing About Deploys
- Follow Sean on LinkedIn
64 afleveringen
Alle afleveringen
×Welkom op Player FM!
Player FM scant het web op podcasts van hoge kwaliteit waarvan u nu kunt genieten. Het is de beste podcast-app en werkt op Android, iPhone en internet. Aanmelden om abonnementen op verschillende apparaten te synchroniseren.