DevConf Courses

AI-Powered Issue Triage - From Chaos to Clarity in Seconds

Discover how AI transforms manual issue triage from hours to seconds using open-source tools, analyzing GitHub issues with your codebase context for root causes and fixes.

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

Sustaining Yesterday's Linux - Delivering Security for Today's Workloads

Discover how sustaining engineering teams maintain security in legacy Linux distributions, from identifying CVEs to backporting fixes while preserving ABI/API stability for critical workloads.

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

Anubis Will Judge You - AI-Powered Firewall Defending Web Traffic

Discover how Anubis AI firewall eliminates CAPTCHAs while defending against bots using cryptographic proof-of-work and heuristic analysis for seamless user experience.

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

The Open Source Community Playbook - What Works, What Doesn't, and Why

Discover practical strategies for building and sustaining healthy open source communities, from driving engagement to preventing maintainer burnout with real-world insights.

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

Nomad - Lightweight Orchestration That Complements Kubernetes

Discover HashiCorp Nomad's lightweight orchestration approach as an alternative to Kubernetes, exploring its minimalist architecture and seeing live deployment demos.

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

Centralized CI Monitoring with GitHub Actions

Discover how to build a centralized CI monitoring system using GitHub Actions and Slack notifications to track failures across multiple repositories without paid tools.

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

Memory-Efficient AI - How PEFT and PyTorch Enable Accessible LLM Fine-Tuning

Discover how PEFT reduces LLM fine-tuning memory by 3-4x using PyTorch, making AI accessible with limited resources through LoRA and Prefix Tuning techniques.

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

Brain Tumor Detection and Classification Using Deep Learning Models

Discover how deep learning models like VGG-16, VGG-19, and EfficientNet-B1 automatically detect and classify brain tumors from MRI scans with up to 94% accuracy.

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

MLOps is the New DevOps - How Sysadmins are the Next AI Operators

Discover how sysadmins and DevOps engineers can transition to MLOps by leveraging existing skills in containers, CI/CD, and infrastructure to become AI operators without data science expertise.

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

Unpacking the Llama Stack - Architecting Next-Gen AI Applications

Explore the Llama Stack's modular architecture for building scalable AI applications with enhanced security, observability, and production deployment capabilities.

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

What Did My Cluster Just Do? Event Intelligence with LightRAG

Discover how to transform Kubernetes events into actionable intelligence using LightRAG, a lightweight retrieval engine that reveals hidden patterns and connects failures for better cluster visibility.

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

Quantization at the Edge - Making a 4GB Model Run on 1GB RAM

Discover how to shrink 4GB LLMs to run on 1GB edge devices using aggressive quantization, operator fusion, and memory optimization techniques for privacy-friendly AI deployments.

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

Pod-to-Pod Ping - The Hidden Wiring of Kubernetes

Uncover the hidden mechanics of Kubernetes networking by tracing a ping command between pods, exploring CNI plugins, veth pairs, routing tables, and bridge interfaces.

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

Getting Started with Open-Source Contributions - A Beginner's Guide

Discover how to start contributing to open-source projects with practical tips, best practices, and actionable advice from experienced mentors and contributors.

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

Fix More Than Code - How Code Reviews Improve Teams, Skills, and Products

Discover how code reviews transform from technical gates into powerful tools for team growth, mentorship, and product scalability beyond AI automation.

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