Soumendra Kumar SahooMar 7
In MLOps, you monitored model drift.
In the Agent Era you monitor decisions.
An agent reasons, calls tools & retrieves context across multiple steps. Any step can fail silently.
Your old MLOps playbook didn't break. The problem just changed shape.
#AIObservability #LLMOps #MLOps
AI Daily PostNov 21

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

Reddit Tech VN BotOct 25

**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/

Soumendra Kumar SahooOct 19

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

pebbleTekAug 11, 2025

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

Aby JohnAug 11, 2025

🚀 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

Aby JohnMay 30, 2025
42% of firms ditching AI pilots (Economist). Stuck in the AI "trough"? Complexity, visibility, security - Pebble AI solves these headaches. Move beyond disillusionment. #PebbleAI #AIObservability https://zcu.nu/Svl
Welcome to the AI trough of disillusionment

Tech giants are spending big, but many other companies are growing frustrated

The Economist
Beth PariseauMar 27, 2025

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

A visual future: GraphRAG and AI observability | TechTarget

An observability expert discusses the implications of GraphRAG for SREs, developers and software supply chain security.

Search IT Operations
Beth PariseauMar 20, 2025

Excited to kick off Season 3 of my #ITOps Query #podcast with guest @mipsytipsy. Topics included #AIobservability, #observability -driven development, "Observability 2.0," and Majors' warning / call to action for SREs about the coming wave of #AIagents: "I don't want to see happen to #SRE what happened to QA 15 years ago." #o11y #agenticAI #softwaredevelopment

https://www.podbean.com/ew/pb-m2rkt-1854d3b

Charity Majors on AI observability and a call to action for SREs

Charity Majors pioneered the term 'observability' as co-founder and CTO of Honeycomb.io, based on her experience building and managing distributed systems at Parse, Facebook, and Linden Lab building Second Life. She is the co-author of the O'Reilly books Observability Engineering and Database Reliability Engineering. Her Honeycomb bio adds that she "loves free speech, free software and single malt scotch." In this interview with Informa TechTarget senior news writer Beth Pariseau, Majors covers the interplay between AI and observability, "Observability 2.0," and urges site reliability engineers to lean into AI agents, even if they seem to be replacements.

Michael FauscetteFeb 23, 2025
Arize AI hopes it has first-mover advantage in AI observability
https://zurl.co/cBF6n
#ai #genai #aiobservability #startups
Arize AI hopes it has first-mover advantage in AI observability | TechCrunch

Arize helps companies test and evaluate AI products as they are building them and observe them for errors once they are live.

TechCrunch