#Observability

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#Observability Reel by @googlefordevs (verified account) - Build and ship AI apps faster using Genkit:⁠
⁠
➡️ Handle multiple models with ease ⁠
🔬 Use the Dev UI for efficient testing ⁠
📊 Get full observabili
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@googlefordevs
Build and ship AI apps faster using Genkit:⁠ ⁠ ➡️ Handle multiple models with ease ⁠ 🔬 Use the Dev UI for efficient testing ⁠ 📊 Get full observability into your workflows ⁠ 🛠️ Connect your favorite LLM tools ⁠ ✅ Leverage built-in evals⁠ ⁠ Learn more at the link in bio.
#Observability Reel by @growasentrepreneurs (verified account) - "We built observability UX to compensate for human brain weaknesses. Now agents can do the heavy lifting." 

Dash0 Co-Founder & CEO Mirko Novakovic jo
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@growasentrepreneurs
“We built observability UX to compensate for human brain weaknesses. Now agents can do the heavy lifting.” Dash0 Co-Founder & CEO Mirko Novakovic joined Guy Podjarny to unpack what’s happening as 90% of observability vendors convert OpenTelemetry back to proprietary formats, completely missing the AI opportunity. Here’s what’s changing: • LLMs were already trained on OpenTelemetry, so they understand traces and spans natively • agents analyse raw data directly instead of needing charts to spot patterns • interactive troubleshooting beats chat. Agents filter production issues while you refine their work in real time • if devs troubleshoot in Cursor using your API, you’re becoming a commodity Mirko’s rebuilding observability for a world where agents are the primary users. If you’re building DevOps tools in the AI era, this conversation’s for you. Source: AI Native Dev [Mirko Novakovic, AI, Entrepreneurship, Entrepreneur, Business, Startup] #mirkonovakovic #ai #entrepreneurship #business startup
#Observability Reel by @netscoutinc (verified account) - Building a private LTE network is one thing. Making it reliable is another. 🏗️

This U.S. utility company needed end-to-end observability to power th
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@netscoutinc
Building a private LTE network is one thing. Making it reliable is another. 🏗️ This U.S. utility company needed end-to-end observability to power the nation’s most critical services — without missing a beat, even during deployment.
#Observability Reel by @cisco (verified account) - Get a quick recap of the news and innovations announced today at #CiscoLive:
🟠 @Splunk 
🟣 #observability
🔵 @Webex
🟢 #security
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@cisco
Get a quick recap of the news and innovations announced today at #CiscoLive: 🟠 @Splunk 🟣 #observability 🔵 @Webex 🟢 #security
#Observability Reel by @solarwindsinc (verified account) - Stronger IT, smarter Ops-SolarWinds Day is almost here! This is your chance to see how a proactive IT strategy keeps businesses resilient in the face
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@solarwindsinc
Stronger IT, smarter Ops—SolarWinds Day is almost here! This is your chance to see how a proactive IT strategy keeps businesses resilient in the face of change. We’re bringing IT all together at our upcoming virtual event April 2/3. Register now at https://solarwindsday.pulse.ly/binckpauwb. #SolarWinds #OperationalResilience #ITSM #Observability #Database #VirtualLaunch #SolarWindsDay2025
#Observability Reel by @jetbrains (verified account) - Introducing JetBrains Central.

An open system designed to run agent-driven development across the entire SDLC - with governance, observability, and c
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@jetbrains
Introducing JetBrains Central. An open system designed to run agent-driven development across the entire SDLC – with governance, observability, and controlled execution. The JetBrains Central Early Access Program will launch in Q2 2026. 🔗 To read the full announcement, check the link in bio.
#Observability Reel by @webex (verified account) - How will agentic AI will change businesses, and how should they prepare for it? 

Vinod Muthukrishnan joined us at #EnterpriseConnect discussing data,
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@webex
How will agentic AI will change businesses, and how should they prepare for it? Vinod Muthukrishnan joined us at #EnterpriseConnect discussing data, the power of AI, security and observability.
#Observability Reel by @solarwindsinc (verified account) - Not another Spotify Wrapped - just IT pros doing what we do best: crunching numbers and solving problems. See you in 2025! 🎉

#SolarWinds #ITCommunit
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@solarwindsinc
Not another Spotify Wrapped – just IT pros doing what we do best: crunching numbers and solving problems. See you in 2025! 🎉 #SolarWinds #ITCommunity #ITManagement #observability #ITPro
#Observability Reel by @vishakha.sadhwani (verified account) - 7 Levels Of Kubernetes, MASTER THESE..

After working with real production clusters and mentoring learners, one pattern is clear:
Kubernetes mastery i
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@vishakha.sadhwani
7 Levels Of Kubernetes, MASTER THESE.. After working with real production clusters and mentoring learners, one pattern is clear: Kubernetes mastery is layered. From core objects and debugging crash loops to GitOps, observability, and multi-cluster design, each stage builds on the previous one. If you treat Kubernetes as a progression instead of a checklist, you stop memorizing YAML and start thinking like an architect. Master each level, and you become job-ready faster. Comment “k8s” and I’ll send you all the learning resources and projects for each level in your DMs. Follow for more! . . [learn kubernetes, kubernetes for beginners, kubernetes projects, kubernetes tutorial, kubernetes full course, ci cd, gitops, cloud engineer, software engineer, docker, data engineer, cloud architect, ai engineer]
#Observability Reel by @microsoftlearn (verified account) - Would you deploy an AI agent without knowing how it actually performs? 🤔 Azure AI Foundry observability plugs into GitHub Actions + Azure DevOps to s
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@microsoftlearn
Would you deploy an AI agent without knowing how it actually performs? 🤔 Azure AI Foundry observability plugs into GitHub Actions + Azure DevOps to score your agent on quality, safety, and performance.
#Observability Reel by @cisco_community (verified account) - November #CiscoExpertInsights Series 💡

Join our sessions where #CiscoCX experts will guide you through the foundational aspects of various architect
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@cisco_community
November #CiscoExpertInsights Series 💡 Join our sessions where #CiscoCX experts will guide you through the foundational aspects of various architectures and products. During these sessions, you'll have access to showcases, real-world use cases, and the opportunity to engage in live Q&A sessions. Register now (free to join!): 🗓️ https://cs.co/617778xSZ #CiscoNetworking #CiscoSecurity #CiscoDCC #CiscoServiceProvider #Splunk #AppDynamics #DuoSecurity #CiscoCommunity #DataCenter #Observability #Security
#Observability Reel by @lindavivah (verified account) - MLOps vs DevOps explained in 40 seconds 

What's the difference between DevOps and MLOps?

Think of DevOps like running a factory.

DevOps engineers h
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@lindavivah
MLOps vs DevOps explained in 40 seconds What’s the difference between DevOps and MLOps? Think of DevOps like running a factory. DevOps engineers handle the hard parts of software reliability: CI/CD, infrastructure as code, containerization, deployment automation, observability, scaling, resilience. If the code and inputs stay the same, you expect consistent behavior. Now ML systems introduce something different. They’re less like factories ….& more like farming. You can follow the same pipeline. But outcomes depend on changing conditions: data distributions, user behavior, real-world dynamics. Even if: ✅ the infrastructure is perfectly healthy ✅ the deployment is flawless ✅ the service has zero errors Model performance can still degrade⬇️ That’s not an operational failure. It’s distribution shift ….a statistical failure mode. MLOps doesn’t replace DevOps. It extends DevOps patterns to manage what ML systems uniquely require: 🔹experiment tracking 🔹data and model versioning 🔹model registries 🔹statistical monitoring in production 🔹retraining and evaluation workflows DevOps ensures systems are operationally reliable MLOps ensures models remain statistically valid over time Both are critical #devops #mlops #machinelearning

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