@rajith77.bsky.social
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Given how high people's observability bills are, I gotta feeling the practice of analyzing logs and metrics locally is going to take off.
A federated control plane could provide a "single pane of glass" while edge devices do the heavy lifting.
A federated control plane could provide a "single pane of glass" while edge devices do the heavy lifting.
This is exactly the approach we've taken with our observability platform with intelligent agents and a federated control plane.
Check us out randoli.io
Check us out randoli.io
The Observability landscape is rapidly changing. The ingestion based pricing model is going to have a ton of pressure from a new breed of Observability vendors who will compete on value.
OpenTelemetry & Agentic AI is changing the game.
#sre #observability #opentelemetry
OpenTelemetry & Agentic AI is changing the game.
#sre #observability #opentelemetry
September 22, 2025 at 7:21 PM
The Observability landscape is rapidly changing. The ingestion based pricing model is going to have a ton of pressure from a new breed of Observability vendors who will compete on value.
OpenTelemetry & Agentic AI is changing the game.
#sre #observability #opentelemetry
OpenTelemetry & Agentic AI is changing the game.
#sre #observability #opentelemetry
Excited to be a part of KCD Warsaw. I love the interactions and conversations I get to be a part of these events.
I learn so much and the experiences and feedback I gather has really helped the growth of Randoli Observability platform.
#cncf #kubernetes #opentelemetry #sre
I learn so much and the experiences and feedback I gather has really helped the growth of Randoli Observability platform.
#cncf #kubernetes #opentelemetry #sre
September 19, 2025 at 9:30 PM
Excited to be a part of KCD Warsaw. I love the interactions and conversations I get to be a part of these events.
I learn so much and the experiences and feedback I gather has really helped the growth of Randoli Observability platform.
#cncf #kubernetes #opentelemetry #sre
I learn so much and the experiences and feedback I gather has really helped the growth of Randoli Observability platform.
#cncf #kubernetes #opentelemetry #sre
My go to screen to quickly check the status of Microservices, is the Network Map of a Kubernetes cluster.
📌 I can immediately get a sense of the impact if any of my key services are down.
📌 Figure out what to prioritize and then drill down to troubleshoot
What's yours?
#sre #observability
📌 I can immediately get a sense of the impact if any of my key services are down.
📌 Figure out what to prioritize and then drill down to troubleshoot
What's yours?
#sre #observability
September 17, 2025 at 9:16 PM
My go to screen to quickly check the status of Microservices, is the Network Map of a Kubernetes cluster.
📌 I can immediately get a sense of the impact if any of my key services are down.
📌 Figure out what to prioritize and then drill down to troubleshoot
What's yours?
#sre #observability
📌 I can immediately get a sense of the impact if any of my key services are down.
📌 Figure out what to prioritize and then drill down to troubleshoot
What's yours?
#sre #observability
When building our SRE Agent using #Langchain we wanted to gain visibility into the call stack & keep track of models, tokens, latency, cost etc. We used that foundation to build LLM Observabilty.
Interested? Reach out to get access.
#llm #observability #sre #devops
Interested? Reach out to get access.
#llm #observability #sre #devops
September 16, 2025 at 4:03 PM
When building our SRE Agent using #Langchain we wanted to gain visibility into the call stack & keep track of models, tokens, latency, cost etc. We used that foundation to build LLM Observabilty.
Interested? Reach out to get access.
#llm #observability #sre #devops
Interested? Reach out to get access.
#llm #observability #sre #devops
We recently had a bunch of issues in our dev env. Our SRE Assistant provided a good analysis - identifying scheduling issues, widespread image pullback issues due to missing dockerhub creds etc.
Reach out if you want to find out more.
#sitereliabilityengineering #platformengineering #agenticai
Reach out if you want to find out more.
#sitereliabilityengineering #platformengineering #agenticai
September 11, 2025 at 4:19 PM
We recently had a bunch of issues in our dev env. Our SRE Assistant provided a good analysis - identifying scheduling issues, widespread image pullback issues due to missing dockerhub creds etc.
Reach out if you want to find out more.
#sitereliabilityengineering #platformengineering #agenticai
Reach out if you want to find out more.
#sitereliabilityengineering #platformengineering #agenticai
🟥 RED Metrics: A Better Way to Understand What Your Users Are Experiencing
Most teams track CPU and memory for system health.
But here’s the catch:
✅ Low CPU ≠ Happy Users
✅ High memory ≠ Slow App
If you're not looking at request-level behaviour, you're missing what customers are experiencing.
Most teams track CPU and memory for system health.
But here’s the catch:
✅ Low CPU ≠ Happy Users
✅ High memory ≠ Slow App
If you're not looking at request-level behaviour, you're missing what customers are experiencing.
August 15, 2025 at 5:29 PM
🟥 RED Metrics: A Better Way to Understand What Your Users Are Experiencing
Most teams track CPU and memory for system health.
But here’s the catch:
✅ Low CPU ≠ Happy Users
✅ High memory ≠ Slow App
If you're not looking at request-level behaviour, you're missing what customers are experiencing.
Most teams track CPU and memory for system health.
But here’s the catch:
✅ Low CPU ≠ Happy Users
✅ High memory ≠ Slow App
If you're not looking at request-level behaviour, you're missing what customers are experiencing.
🚨 Here are 5 tips (+ 1 bonus tip) on how to reduce your observability costs and increase your ROI
📌 1. Look at your customer journeys and understand how you can measure the user experience. Use that for creating your SLOs.
📌 1. Look at your customer journeys and understand how you can measure the user experience. Use that for creating your SLOs.
August 12, 2025 at 2:56 AM
🚨 Here are 5 tips (+ 1 bonus tip) on how to reduce your observability costs and increase your ROI
📌 1. Look at your customer journeys and understand how you can measure the user experience. Use that for creating your SLOs.
📌 1. Look at your customer journeys and understand how you can measure the user experience. Use that for creating your SLOs.
Are there any downsides to having platform abstractions? 🤔
📌Our initial product was an internal developer platform + portal. We eat our own dog food. So once it was operational we used it for about a year before we pivoted.
#kubernetes #PlatformEngineering
📌Our initial product was an internal developer platform + portal. We eat our own dog food. So once it was operational we used it for about a year before we pivoted.
#kubernetes #PlatformEngineering
July 23, 2025 at 12:15 PM
Are there any downsides to having platform abstractions? 🤔
📌Our initial product was an internal developer platform + portal. We eat our own dog food. So once it was operational we used it for about a year before we pivoted.
#kubernetes #PlatformEngineering
📌Our initial product was an internal developer platform + portal. We eat our own dog food. So once it was operational we used it for about a year before we pivoted.
#kubernetes #PlatformEngineering
When there's an issue, I generally like to understand the events leading up to it as it helps to narrow down the root cause
#observability #devops #sre #kubernetes
#observability #devops #sre #kubernetes
July 11, 2025 at 10:04 PM
When there's an issue, I generally like to understand the events leading up to it as it helps to narrow down the root cause
#observability #devops #sre #kubernetes
#observability #devops #sre #kubernetes
⛑️ There are multiple events related to a particular item. Each event caries a status among other meta data. These update events can happen every few seconds to every few hours
⬇️
#SoftwareArchitecture #SystemDesign #DistributedSystems
⬇️
#SoftwareArchitecture #SystemDesign #DistributedSystems
July 10, 2025 at 10:50 PM
⛑️ There are multiple events related to a particular item. Each event caries a status among other meta data. These update events can happen every few seconds to every few hours
⬇️
#SoftwareArchitecture #SystemDesign #DistributedSystems
⬇️
#SoftwareArchitecture #SystemDesign #DistributedSystems
Our journey into becoming an Observability vendor wasn't a straight line. We were always driven by how can we help customers make sense of what went wrong (root cause analysis) and more ambitiously warn that it may be trending that way (proactive insights).
July 10, 2025 at 2:00 AM
Our journey into becoming an Observability vendor wasn't a straight line. We were always driven by how can we help customers make sense of what went wrong (root cause analysis) and more ambitiously warn that it may be trending that way (proactive insights).
SRE Teams face two challenges
📌 Identifying Issues quickly
📌 Figuring out how to resolve the issues
Randoli Observability solution powered by #opentelemetry can help you with both! It can
💡 Automatically detect issues
💡 Match Runbooks to the issues
#kubernetes #openshift #observability
📌 Identifying Issues quickly
📌 Figuring out how to resolve the issues
Randoli Observability solution powered by #opentelemetry can help you with both! It can
💡 Automatically detect issues
💡 Match Runbooks to the issues
#kubernetes #openshift #observability
May 16, 2025 at 9:33 PM
SRE Teams face two challenges
📌 Identifying Issues quickly
📌 Figuring out how to resolve the issues
Randoli Observability solution powered by #opentelemetry can help you with both! It can
💡 Automatically detect issues
💡 Match Runbooks to the issues
#kubernetes #openshift #observability
📌 Identifying Issues quickly
📌 Figuring out how to resolve the issues
Randoli Observability solution powered by #opentelemetry can help you with both! It can
💡 Automatically detect issues
💡 Match Runbooks to the issues
#kubernetes #openshift #observability
Everyday I keep hearing on twitter Company X declared war on all AI companies OR Company X changed the game with their n billion parameter model that can run on your toaster ⚡
Creating hype on hype 🤷🏽
Creating hype on hype 🤷🏽
May 13, 2025 at 7:22 PM
Everyday I keep hearing on twitter Company X declared war on all AI companies OR Company X changed the game with their n billion parameter model that can run on your toaster ⚡
Creating hype on hype 🤷🏽
Creating hype on hype 🤷🏽
My talk on Kubernetes Cost Management at #SREday
in London is now on youtube.
I would love to hear your feedback as well as your current K8s cost management challenges.
t.co/I0U4XpohfW
#Kubernetes #CostManagement #DevOps
in London is now on youtube.
I would love to hear your feedback as well as your current K8s cost management challenges.
t.co/I0U4XpohfW
#Kubernetes #CostManagement #DevOps
https://www.youtube.com/watch?v=a7m4-OytIMQ
t.co
May 12, 2025 at 2:49 PM
My talk on Kubernetes Cost Management at #SREday
in London is now on youtube.
I would love to hear your feedback as well as your current K8s cost management challenges.
t.co/I0U4XpohfW
#Kubernetes #CostManagement #DevOps
in London is now on youtube.
I would love to hear your feedback as well as your current K8s cost management challenges.
t.co/I0U4XpohfW
#Kubernetes #CostManagement #DevOps
📣 Are you interested in learning more about @opentelemetry.io ? Tomorrow we will show you how you can get visibility from the browser to your API layer & all the way to the database, covering #otel basics with a hands-on demo
Signup here lu.ma/8mpsun2v
#observability #kubernetes #opentelemetry
Signup here lu.ma/8mpsun2v
#observability #kubernetes #opentelemetry
Introduction to OpenTelemetry (OTel) | Randoli Live Webinar · Luma
Join us for the first session in our Kubernetes Observability live series where we break down the fundamentals of OpenTelemetry (OTel).
We’ll explore why OTel…
lu.ma
April 23, 2025 at 11:05 PM
📣 Are you interested in learning more about @opentelemetry.io ? Tomorrow we will show you how you can get visibility from the browser to your API layer & all the way to the database, covering #otel basics with a hands-on demo
Signup here lu.ma/8mpsun2v
#observability #kubernetes #opentelemetry
Signup here lu.ma/8mpsun2v
#observability #kubernetes #opentelemetry
At the OpenCost booth at #kubecon #london #cncf project pavilion, talking about #kubernetes cost management.
With me is Dee from KubeCost team
With me is Dee from KubeCost team
April 4, 2025 at 4:56 PM
At the OpenCost booth at #kubecon #london #cncf project pavilion, talking about #kubernetes cost management.
With me is Dee from KubeCost team
With me is Dee from KubeCost team
Kunal and I talked about #kubernetes cost management fundamentals.
Let's us know what your thoughts are. We would love to have a chat with you.
#sre #platformengineering #costmanagement
youtu.be/u6jVE23jApA?...
Let's us know what your thoughts are. We would love to have a chat with you.
#sre #platformengineering #costmanagement
youtu.be/u6jVE23jApA?...
Understanding Kubernetes Cost Fundamentals | Cost Management Series - Part 1
YouTube video by Randoli
youtu.be
April 3, 2025 at 3:30 PM
Kunal and I talked about #kubernetes cost management fundamentals.
Let's us know what your thoughts are. We would love to have a chat with you.
#sre #platformengineering #costmanagement
youtu.be/u6jVE23jApA?...
Let's us know what your thoughts are. We would love to have a chat with you.
#sre #platformengineering #costmanagement
youtu.be/u6jVE23jApA?...
Had some great conversations about #opentelemetry and ingesting traces at scale, tail sampling strategies etc
#observability #kubecon #kubernetes
#observability #kubecon #kubernetes
April 2, 2025 at 8:26 PM
Had some great conversations about #opentelemetry and ingesting traces at scale, tail sampling strategies etc
#observability #kubecon #kubernetes
#observability #kubecon #kubernetes
This is exactly the approach we've taken with our observability platform with intelligent agents and a federated control plane.
Check us out randoli.io
Check us out randoli.io
Given how high people's observability bills are, I gotta feeling the practice of analyzing logs and metrics locally is going to take off.
A federated control plane could provide a "single pane of glass" while edge devices do the heavy lifting.
A federated control plane could provide a "single pane of glass" while edge devices do the heavy lifting.
April 1, 2025 at 6:33 PM
This is exactly the approach we've taken with our observability platform with intelligent agents and a federated control plane.
Check us out randoli.io
Check us out randoli.io
#kubecon #london kicked off with the colocated events. Spending my time around #observability day focusing on #otel.
#cncf #kubernetes
#cncf #kubernetes
April 1, 2025 at 9:44 AM
#kubecon #london kicked off with the colocated events. Spending my time around #observability day focusing on #otel.
#cncf #kubernetes
#cncf #kubernetes
