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

5:21 min

Best practices for secure and efficient software delivery

Michael Angelo Rivera Michael Angelo Rivera +2 · World Congress 2026 North America

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

2:39 min

Transitioning from AI adoption to team orchestration

Aparna Dhinakaran Aparna Dhinakaran +2 · World Congress 2026 North America

More from WeAreDevelopers LIVE

WeAreDevelopers LIVE - Tech Education in Two Languages thumbnail
1:00:18
2 days ago

WeAreDevelopers LIVE - Tech Education in Two Languages

Daniel Cranney, Roxy Rodriguez-Becker

WeAreDevelopers LIVE - Playing in Production thumbnail
1:06:40
9 days ago

WeAreDevelopers LIVE - Playing in Production

Andrew MacLean, Daniel Cranney, Christian Heilmann

WeAreDevelopers LIVE - Is CSS Catching Up to Flash? thumbnail
1:03:33
23 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
about 1 month 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
about 1 month 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
about 1 month ago

WeAreDevelopers LIVE - Open Source Agent Toolkits

Chris Heilmann, Daniel Cranney, Eddie Jaoude

Upcoming sessions on this topic

Open session

AI Is the Easy Part: Why Faster Engineers Don't Make Faster Businesses

  • Bharat Sharma

    Booking

    Senior Engineering Manager

Open session

How is SWE & EM roles are changing in the age of AI

  • Amol Sharma

    Stripe

    Engineering Manager

Open session

Beware of Strangers Bearing Code: Open Source Trust in the Agent Era

  • Vikram Vaswani

    Consultant

Open session

Autopsy of an Autonomous Incident: When the Agent Made It Worse

  • Navin Pai

    StackGen

    Director of Engineering

Open session

From Prompt Engineering to Harness Engineering: Building Observable and Governed GenAI Systems

  • Lakshmi Devi Prakash

    JPMorgan Chase

    VP, Applied AI/ML Lead

Open session

Teaching AI Coding Agents to Build It Right the First Time

  • Sajeetharan Sinnathurai

    Microsoft

    Principal Product Manager

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

The New Rules of Software Delivery thumbnail
30:12
World Congress 2026 North America • 15 days ago

The New Rules of Software Delivery

Darko Mesaros, AJ Aitken, Moritz Plassnig, Akshay Shah, Prince Kohli

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.