I caught up recently with #groundcover CEO Shahar Azulay to discuss the shifting requirements – and growing role -- for #observability tools in #AI development. From his point of view, #o11y has evolved from a post-production downtime prevention system to "the source of truth for everything from code creation to shipping and testing code, remediation and production."

In today’s episode, we’ll cover…

-- Coping with a further influx of observability data from #AIagents

-- Observability for #costmanagement

-- Data collection for AI agent workflows using #eBPF

-- Groundcover's #AIobservability roadmap

And more!

Watch on YouTube: https://youtu.be/wjYj7gskPJA

“What are we going to measure? What are the elements of success here?” — Patrick Kelly

That line stuck with us. In AI apps, observability isn’t a nice-to-have; it’s where many teams discover what actually works once real users show up.

How are you measuring success for AI products today?

Read/listen at https://youtube.com/shorts/Sx9BBnH3bek

#AnalysePodcast #AIObservability #AgenticAI #MLOps

Salesforce’s Agentforce is cutting support load – it deflects 46% of advertiser cases by using AI‑driven real‑time observability and session tracing. John Thompson says the platform gives teams instant insight, freeing engineers for higher‑value work. Curious how this could reshape your support ops? Read the full story. #Salesforce #Agentforce #AIObservability #AdvertiserSupport

🔗 https://aidailypost.com/news/salesforce-agentforce-deflects-46-advertiser-support-cases

**Đ議wehrn AI: Lớp ẩn của chính xác trong hệ thốngكام**
Không nhiều ai hiểu rõ AI-agent hành vi 왜, dùng công cụ nào hay thất bại. Chào các bạn đã làm việc với observability agent! Gaientots上的transparency, thách thức, hay ý kiến?ók nhận đc hỗ trợ. #AIObservability #AgentDebugging #TechDiscussion

https://www.reddit.com/r/LocalLLaMA/comments/1ofwvzl/trying_to_understand_the_missing_layer_in_ai/

45% of execs say AI adoption is the #1 driver for deeper observability.

Probabilistic AI models fail in ways traditional monitoring can’t catch.
Time to deploy AI to monitor AI and decode the black box! 🤯🔍
#AIObservability #PredictiveOps

Hello from AWS Unicorn Day 🦄✨
Pebble’s in the room with the brightest minds in tech, ready to make AI safer, smarter & scale-ready. Sydney — let’s talk AI that works in the real world.

#AWSUnicornDay #PebbleAI #AIObservability #GenAI #AWS

🚀 Team Pebble has landed at AWS Unicorn Day in Sydney!
We’re here connecting with founders, innovators, and AWS experts — exploring how PebbleAI helps scale secure, observable AI for the next generation of unicorns. 🦄

#AWSUnicornDay #PebbleAI #AIObservability #GenAI #AWS

This week's #ITOps Query episode is out! In the eyes of #CNCF TAG #observability leader Matt Young, #GNNs, #knowledgegraphs and #GraphRAG will boost IT operations and create 3D views of apps and infrastructure. #AI #genai #o11y #aiobservability

https://www.techtarget.com/searchitoperations/podcast/A-visual-future-GraphRAG-and-AI-observability