IT Ops Query
This podcast distills the signal from the noise about enterprise IT digital transformation and operations in the era of Agile, DevOps and distributed applications. Interviews feature expert guests in conversation with IT journalism veteran Beth Pariseau, Senior News Writer at Informa TechTarget.
Episodes
The leader of search, observability, and cloud operations at Amazon Web Services outlines her strategic perspective on monitoring AI agent systems such as Amazon Bedrock Agents. Ultimately, she envisions unified visibility, including security, across AI workflows, from silicon to application, both inside and outside AWS.
Featuring: Nandini Ramani, Vice President at Amazon Web Services
In today’s episode, we’ll cover…
- Generativ...
Experienced IT practitioners offer their predictions for how AI will change observability, the role of the site reliability engineer and incident management within enterprise organizations, from best-case scenarios to pitfalls and risks. Come for the 40 combined years of IT ops expertise, stay for the "Highlander" references and football analogies.
Featuring: Jonathan Moore, domain architect, Progressive Insurance and Laura Vetter,...
Ameet Talwalkar joined observability vendor Datadog in February to lead a new AI research lab at the company. He is also an Associate Professor at Carnegie Mellon University. One of the first projects from the lab was released to open source in May – Toto, a foundation model trained on real-world observability data. Talwalkar discusses how Toto could improve observability forecasting tools such as Datadog's Watchdog, and does some ...
Steve Koelpin is a seasoned engineer and award-winning data strategist who specializes in observability, logging, and data pipelines at high scale. In his experience, generative AI in observability tools can help reduce the time it takes to resolve IT incidents, but can also foment dependence on a 'black box' tool. There's also the matter of feeding AI the large amounts of data it requires without breaking the bank, where Koelpin s...
Nancy Gohring is a senior research director at IDC, focused on big picture trends related to enterprise AI adoption, including business, organizational and technology architecture transformation in the context of AI and GenAI. In this wide-ranging interview, Gohring gives the big-picture view of the challenges and changes GenAI represents for enterprise IT operations teams, from roles to teams to tools.
Enterprise Strategy Group analyst Torsten Volk says he spends so much time playing with generative AI tools that "if I used fewer, I'd get a lot more done." But judiciously used -- and with plenty of human oversight -- LLMs and AI agents can be catalysts for fundamentally changing businesses, from application modernization to massive data processing, including the growing volume of telemetry gathered by observability tools.
One of the enterprise tech industry's most influential voices on all things AI, independent analyst Andy Thurai, says in a wide-ranging discussion that IT pros should prepare to work with AI agents in the very near future, despite unanswered questions about their orchestration and the reliability of their decision-making.
"AI is not just another technology layer; it's a distinct stack with its own complexities and risks," according to Coralogix CEO Ariel Assaraf. In this episode, Assaraf details those unique issues and how his company plans to address them using its recent acquisition, Aporia.
Kishore Gopalakrishna says that the observability market is ripe for disruption in the AI age, particularly at the storage and query layer. The former LinkedIn architect is now co-founder and CEO of StarTree, which offers a real time analytics platform based on Apache Pinot. The company has a preview version of its StarTree Cloud service for observability that supports metrics, logs and traces, and shipped StarTree ThirdEye last ye...
Gartner analyst Gregg Siegfried reflects on the previous generation of AIOps tools that never quite lived up to their "NoOps" promise, looks at how generative AI tools have already affected IT ops pros' day to day work, and predicts the ways AI agents are poised to even more dramatically alter the observability and IT automation landscape.
Mark Tomlinson is senior director of performance and observability for digital payments provider FreedomPay. He previously worked for PayPal and also served as Chief Performacologist, founder and host of the PerfBytes podcast from 2012 to 2023. He talks about how his company uses generative AI tools in its observability practices, imagines the future possibilities for agentic AI ... and just as importantly, explains what a "Perform...
Alois Reitbauer is chief technology strategist, head of open source and the leader of research at observability vendor Dynatrace. He is a contributor to CNCF open source standards such as the Keptn event-driven orchestration project and OpenFeature for feature flag management. His Dynatrace bio also describes him as "a regular conference speaker, blogger, book author and sushi maniac." He reflects on the evolution of AIOps before a...
The rise of generative and agentic AI is also OpenTelemetry's moment to shine – in an increasingly non-deterministic world, there's a lot to be said for a standard means of collecting telemetry data about system behavior. However, it can be difficult to get a consensus on everything, especially developers' preferences about instrumenting code.
This week's guest, Austin Parker, was among the original founding members of the OpenTele...
What if you could see your application and infrastructure represented spatially instead of two-dimensional dashboard tabs, similar to atoms in a molecule or stars in the sky? According to Matt Young, founder and co-chair of the Cloud Native Computing Foundation (CNCF) technical advisory group (TAG) on observability, this will soon be a reality thanks to advanced AI models, knowledge graphs, and emerging data storage techniques such...
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 In...
Multifaceted connection points are emerging between observability and AI, from monitoring and improving AI models themselves to observing the ways the behavior of AI agents differs from traditional web apps. In short, AI-driven automation makes new kinds of observability workflows both necessary and possible.
This season of IT Ops Query will feature interviews with a variety of industry expert guests on how AI, including agentic AI...
Sigstore creator, Chainguard CEO, OpenSSF TAC member and Season 1 guest Dan Lorenc returns to discuss the year in open source and security. Topics range from software supply chain management, hardening container images and SBOMs in limbo to open product companies and business models, including his own company's shift in focus this year. Plus: a look ahead to SecOps and AI in 2025.
S&P Global Market Intelligence principal research analyst Daniel Kennedy discusses what the results of his Voice of the Enterprise research project dating back to 2015 reveal about the notion of a cybersecurity skills shortage; the effects of the Crowdstrike outage on a long-running debate about unified cybersecurity platforms vs best-of-breed vendors; and hopeful signs heading in to the next decade of SecOps.
SecOps, developers and infrastructure ops teams are often encouraged to work more closely together within IT, but for one industry analyst, the CrowdStrike outage exposed an even more significant gap between IT and businesses.
Charles Betz is vice president and principal analyst for enterprise architecture at Forrester Research. He has also worked as an adjunct professor at the University of St. Thomas in St. Paul, Minnesota, and ...
In October, the Cybersecurity and Infrastructure Security Agency (CISA) issued a report that's still generating buzz in the security world – it questioned the data sources in often-cited reports about the value of "shifting left". Another section of the CISA report called into question the idea that security flaws cause people to stop using products and concluded that "In general, it seems that quality failures don’t always affect ...
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