DevConf Courses

Leveraging Ansible and AWX Integration in Foreman

Discover how to integrate Ansible and AWX with Foreman to enhance infrastructure automation, streamline provisioning, and efficiently manage diverse environments from a unified interface.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

AI Customization: From Seed Questions to Production-Ready LLMs with InstructLab

Discover how InstructLab democratizes AI by enabling professionals to create customized language models through quality seed Q&A pairs, efficient deployment, and open-source collaboration.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Will AI Steal Your IT Job? Find Out How to Stay Ahead!

Discover how to thrive alongside AI in IT by developing key skills, engaging with AI projects, and viewing artificial intelligence as a collaborative partner rather than a threat.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

How I Built an AI to Beat the 1990s Arcade Game Double Dragon

Discover how to build an AI that conquers Double Dragon using Python, Kubernetes, and PyBoy emulator. Learn practical reward systems, containerization, and scalable training environments.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

How to Prevent AI Agents from Accessing Unauthorized Data

Discover how to implement fine-grained authorization systems to prevent AI agents from accessing sensitive data in RAG pipelines, with practical demos using Pinecone and SpiceDB.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

SRE'ing the SRE AI Agents - Managing AI Agents in Site Reliability Engineering

Discover how to manage AI agents as SRE team members, covering permissions, monitoring, logging, and preventing production disasters while maintaining control over your AI colleagues.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Fighting Logs with Log Detective - Automated Log Analysis for Package Build Failures

Discover how Log Detective automates log analysis using Template Mining and LLMs to diagnose package build failures in Copr/Koji, helping maintainers identify root causes faster.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Predicting Faulty Validations in Cluster Issue Detection - A Machine Learning Approach

Discover how machine learning predicts faulty validation rules in cluster monitoring by analyzing code patterns, complexity metrics, and historical data to reduce false positives.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Seven Years with Microservices - A Critical Review

Discover how to balance team autonomy with architectural consistency across 150+ microservices, preventing tech silos while maintaining development independence.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

PagedAttention - Revolutionizing LLM Inference with Efficient Memory Management

Discover how PagedAttention transforms LLM inference by solving memory bottlenecks through virtual memory paging, achieving 30× higher throughput and 96% cache efficiency in vLLM framework.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

From Debugging to Prevention - Smarter Linux Diagnostics with Automation

Explore proactive Linux diagnostics using Insights-Core for automated issue detection and SOS for comprehensive system snapshots to streamline troubleshooting workflows.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Taming the Wild West of ML - Practical Model Signing with Sigstore on Kaggle

Discover how to secure ML models using Sigstore for digital signing, preventing supply chain attacks and ensuring model integrity through practical implementation insights from Kaggle.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Generative AI Model Data Pre-Training on Kubernetes - A Use Case Study

Discover how Kubeflow Pipelines streamline LLM data preprocessing at scale, handling PetaBytes efficiently with Kubernetes orchestration for enterprise AI applications.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

From Code to Production in Minutes - Unleash SPAship to Elevate Developer Experience

Discover SPAship, an open-source platform that streamlines SPA deployment from code to production in under 3 minutes with intuitive tools, CI/CD integration, and seamless OpenShift management.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Beware of the Kernel RTNL Mutex - Debugging Network Scalability Issues

Dive into debugging Linux kernel RTNL mutex contention issues that cause networking application stalls and learn mitigation techniques using real-world examples.

• YouTube
• 31 minutes
• Self-Paced
• Free Video