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Cloud Native
Debugging in
Production - Dig Deep
into your agents
Shai Almog
January 2022
I APMs
Developers
Developers DevOps
Developers DevOps
The Needle isn’t
Necessarily Here
Production


issues


in 2021 Add new logs,
metrics and traces
1
Production


issues


in 2021 Add new logs,
metrics and traces
1
Production


issues


in 2021 Add new logs,
metrics and traces
1
CI/CD
2
Production


issues


in 2021 Add new logs,
metrics and traces
1
CI/CD
2
Run
application
3
Production


issues


in 2021 Add new logs,
metrics and traces
1
CI/CD
2
Run
application
3
Recover
state
4
There has to


be a Better Way!
We don’t know what


we’ll run into
If Only we


Could Debug…
But Debuggers aren’t


the Right Tool
They Can’t Cross


Server Boundaries
They can’t handle


Different Languages
I APMs
Why Do APMs Impact
Performance?
This isn’t Too Bad
Developers DevOps
Production


Debugging
Continuous Observability?
Continuous Observability?
Continuous Observability?
Continuous Observability is a
streamlined process of constantly
asking new questions and getting
immediate answers.
Developer
The developer uses


Lightrun's IDE plugin


to add an action in


example.java line 100


How it Works
1
Management


Server sends


request to the
agent


Developer
Management Server
The developer uses


Lightrun's IDE plugin


to add an action in


example.java line 100


How it Works
1
2
Management


Server sends


request to the
agent


Agent inserts
the actions


at the specific
location at
runtime
Developer
Management Server
Service Running with
Lightrun’s Agent


The developer uses


Lightrun's IDE plugin


to add an action in


example.java line 100


How it Works
1
2
3
Management


Server sends


request to the
agent


Agent inserts
the actions


at the specific
location at
runtime
The data is


transferred to


the developer’s
IDE, through the
Server
Developer
Management Server
Service Running with
Lightrun’s Agent


The developer uses


Lightrun's IDE plugin


to add an action in


example.java line 100


How it Works
1
2
3
4
It’s Very Low Overhead?
It isn’t an APM
What if I Observe
Something Central?
Demo: PrimeMain, Kotlin
lightrun.com/free
Front End JavaScript


with NodeJS
The Backend is


Spring Boot
Summary
Summary
Summary
Summary
Summary
Stability
Inserted Actions are emulated in a
dedicated Sandbox to validate there are
no side effects of the original flow and
state of the process
Summary
Stability
Inserted Actions are emulated in a
dedicated Sandbox to validate there are
no side effects of the original flow and
state of the process
Security
Authorization and authentication,
integration with common IDPs
Summary
Stability
Inserted Actions are emulated in a
dedicated Sandbox to validate there are
no side effects of the original flow and
state of the process
Security
Authorization and authentication,
integration with common IDPs
Privacy
PII redaction and blacklisting of files /
methods / members
Summary
Stability
Inserted Actions are emulated in a
dedicated Sandbox to validate there are
no side effects of the original flow and
state of the process
Security
Authorization and authentication,
integration with common IDPs
Privacy
PII redaction and blacklisting of files /
methods / members
Footprint
CPU footprint is negligible. 

Memory and network footprints are
capped and configurable
Summary
Stability
Inserted Actions are emulated in a
dedicated Sandbox to validate there are
no side effects of the original flow and
state of the process
Security
Authorization and authentication,
integration with common IDPs
Privacy
PII redaction and blacklisting of files /
methods / members
Footprint
CPU footprint is negligible. 

Memory and network footprints are
capped and configurable
Environment agnostic
Operates on-prem / cloud,
microservices, serverless
Questions? Shai Almog


Developer Advocate @ Lightrun
twitter.com/debugagent


talktotheduck.dev


github.com/shai-almog


shaia@lightrun.com

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