WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
WeAreDevelopers LIVE • Feb 12, 2024

Navigating the AI Wave in DevOps

Raz Cohen

Is cloud complexity breaking your CI/CD pipelines? Learn how to thoughtfully integrate AI to predict failures, optimize cloud spend, and transform reactive maintenance into automated efficiency.

Pause
Mute Enter Fullscreen
#1 about 8 min

Evolution of software delivery and the devops pipeline

The historical transition from siloed deployments to robust automated delivery pipelines.

#2 about 5 min

Overcoming challenges in the modern software development lifecycle

How modern infrastructure complexity demands new strategies for managing diverse deployment targets.

#3 about 3 min

Core benefits of adopting artificial intelligence in operations

Using automation and models to improve deployment velocity, system consistency, and resource management.

#4 about 3 min

Enhancing continuous integration and deployment with predictive analytics

Catching build failures early and automating test generation through machine learning insights.

#5 about 3 min

Automating infrastructure as code provisioning using intelligent tools

Dynamically adjusting provisioned resources and generating declarative configurations via natural language prompts.

#6 about 2 min

Optimizing cloud spend and resources through automated finops

Analyzing spending patterns in real time to recommend downsizing or retiring underutilized assets.

#7 about 3 min

Prioritizing system vulnerabilities and enhancing automated security posture

Assessing active risks to focus remediation efforts on the most critical endpoints and configurations.

#8 about 3 min

Elevating observability with anomaly detection and root cause analysis

Preempting user impact by digesting massive log volumes to quickly trace complex service failures.

#9 about 4 min

Best practices and common pitfalls for intelligent automation tools

Avoiding complex maintenance and opaque behaviors by prioritizing explainability and strict human oversight.

#10 about 3 min

Anticipating future paradigms in machine learning operations and security

Evolving deployment frameworks to emphasize sustainability, autonomous remediation, and centralized agent management.

#11 about 5 min

Envisioning a day in the life of future engineers

A speculative look at how augmented reality and autonomous systems might transform daily engineering routines.

#12 about 3 min

Understanding anomaly detection models and reducing false positives

Tuning smart alerts to identify true systemic failures rather than expected periodic spikes.

#13 about 3 min

Navigating compliance blockers during industry adoption of intelligent pipelines

How strict regulatory frameworks dictate data sharing boundaries and slow down enterprise integration.

#14 about 5 min

Governing identity and access control for autonomous workflow agents

Restricting automated service accounts from unintentionally exposing intellectual property or altering critical infrastructure.

#15 about 2 min

Triggering dynamic container orchestration through predictive traffic analysis

Scaling clustered resources proactively based on expected usage patterns rather than reactive computational thresholds.

#16 about 3 min

Measuring the operational effectiveness of new automated workflows

Establishing metrics to ensure adopted solutions actually reduce maintenance overhead rather than creating new complexities.

#17 about 3 min

Managing edge computing and connected devices with intelligent agents

Designing flexible endpoints to support the massive scale and distinct access patterns of connected hardware.

Matching moments

4:15 min

Introduction to artificial intelligence driven development

Natalie Pistunovich · LIVE

4:19 min

Introduction to DevOps for AI and MLOps

Aarno Aukia · LIVE

1:23 min

The state of AI adoption in engineering

Alex Laubscher Alex Laubscher +3 · World Congress 2025

3:19 min

Navigating artificial intelligence adoption as a cultural transformation

Markus Hacker Markus Hacker +1 · World Congress 2025

4:08 min

Transitioning software engineering teams to AI-native development workflows

Florian Deter Florian Deter +4 · World Congress 2026 Europe

1:47 min

The growing necessity of orchestrating AI in software teams

Vera Slavnić Vera Slavnić · Europe 2026 Virtual

More from WeAreDevelopers LIVE

WeAreDevelopers LIVE - Is CSS Catching Up to Flash? thumbnail
1:03:33
10 days ago

WeAreDevelopers LIVE - Is CSS Catching Up to Flash?

Chris Heilmann, Daniel Cranney, Bramus Van Damme

WeAreDevelopers LIVE - Project Chopin: Make Your Team and Agents Play Along thumbnail
1:21:17
17 days ago

WeAreDevelopers LIVE - Project Chopin: Make Your Team and Agents Play Along

Chris Heilmann, Daniel Cranney, Krzysztof Cieślak

Fake or News - AI Toothbrushes, Carrier Pigeon Tech & Life on Mars - Krzysztof Cieślak thumbnail
4:23
18 days ago

Fake or News - AI Toothbrushes, Carrier Pigeon Tech & Life on Mars - Krzysztof Cieślak

Chris Heilmann, Daniel Cranney

WeAreDevelopers LIVE - Open Source Agent Toolkits thumbnail
1:00:38
24 days ago

WeAreDevelopers LIVE - Open Source Agent Toolkits

Chris Heilmann, Daniel Cranney, Eddie Jaoude

Fake or News - AI Music Detectors, Translating Ancient Languages & Tiny Heads in Teslas - Eddie Jaoude thumbnail
6:16
25 days ago

Fake or News - AI Music Detectors, Translating Ancient Languages & Tiny Heads in Teslas - Eddie Jaoude

Chris Heilmann, Daniel Cranney

Fake or News: AI Agents Hire Each Other, Spider-Man Ads in Cars & RAM Thieves - Marc Plogas thumbnail
5:46
about 1 month ago

Fake or News: AI Agents Hire Each Other, Spider-Man Ads in Cars & RAM Thieves - Marc Plogas

Chris Heilmann, Daniel Cranney, Marc Plogas

Related videos

Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure thumbnail
28:53
World Congress 2025 • about 1 year ago

Agentic DevOps: How AI-Powered Automation Transforms Software Delivery on GitHub and Azure

Mike

The AI-Ready Stack: Rethinking the Engineering Org of the Future thumbnail
28:09
World Congress 2025 • about 1 year ago

The AI-Ready Stack: Rethinking the Engineering Org of the Future

Alex Laubscher, Jan Oberhauser, Keno Dreßel, Mirko Novakovic

AI-Augmented DevOps with Platform Engineering thumbnail
27:33
World Congress 2025 • about 1 year ago

AI-Augmented DevOps with Platform Engineering

Romano Roth

AI-Enabled Organisations: From Strategy to Practice thumbnail
28:10
World Congress 2026 Europe • 3 months ago

AI-Enabled Organisations: From Strategy to Practice

Benedikt Höck, Chris Daden, Lars Rogge, Damiana Casile

Navigating the AI Revolution in Software Development thumbnail
41:05
almost 2 years ago

Navigating the AI Revolution in Software Development

What Production Knows: Closing the Loop Between AI Agents and the Systems They Build thumbnail
26:33
World Congress 2026 Europe • 3 months ago

What Production Knows: Closing the Loop Between AI Agents and the Systems They Build

May Walter

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.