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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.

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#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 · WWC 2025

3:19 min

Navigating artificial intelligence adoption as a cultural transformation

Markus Hacker Markus Hacker +1 · WWC 2025

4:08 min

Transitioning software engineering teams to AI-native development workflows

Florian Deter Florian Deter +4 · WWC Europe 2026

1:47 min

The growing necessity of orchestrating AI in software teams

Vera Slavnić Vera Slavnić · Europe 2026 Virtual

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