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Tracing Adventures from PR - Production

P
Paige Cruz

Many things can go awry on the journey from pull request (PR) open to merge to production deployment. Issues can arise from the application code, layers of YAML configuration, underlying infrastructure or pipeline logic itself. How can distributed tracing and trace-derived metrics bring developers and operators together for troubleshooting paradise? I’ll unpack a deploy gone bad from both vantage points, gaining an empathy for the engineer who needs to deploy their changes and an ops engineer who is responsible for keeping the system up and running. With signals from OpenTelemetry I will show how increasing the observability of your deploy system can facilitate better collaboration and quicker troubleshooting.

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@paigerduty
Tracing Adventures
from Pull Request
to Production
@paigerduty
2
Can I Deploy?!
Weds, 4:30 pm
@paigerduty
3
��🦰
UGH why is pipeline failing?
…better ping Ops
@paigerduty
4
#ops-help
#ops-help
:wave: Why does this deploy
keep failing?
<link>
I gotta deploy this before
the end of day
��🦰
@paigerduty
5
#ops-help
#ops-help
Have you tried re-running
the pipeline?
��♀
@paigerduty
6
#ops-help
#ops-help
Yep. Tried re-running it 3x
before posting here.
Every time it keeps hanging
and spits out this
$BIG_ERROR
��🦰

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Tracing Adventures from PR - Production