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Course Outline
Introduction to LLMs and Agent Frameworks
- Overview of large language models in infrastructure automation
- Key concepts in multi-agent workflows
- AutoGen, CrewAI, and LangChain: use cases in DevOps
Setting Up LLM Agents for DevOps Tasks
- Installing AutoGen and configuring agent profiles
- Using OpenAI API and other LLM providers
- Setting up workspaces and CI/CD-compatible environments
Automating Test and Code Quality Workflows
- Prompting LLMs to generate unit and integration tests
- Using agents to enforce linting, commit rules, and code review guidelines
- Automated pull request summarization and tagging
LLM Agents for Alert Handling and Change Detection
- Designing responder agents for pipeline failure alerts
- Analyzing logs and traces using language models
- Proactive detection of high-risk changes or misconfigurations
Multi-Agent Coordination in DevOps
- Role-based agent orchestration (planner, executor, reviewer)
- Agent messaging loops and memory management
- Human-in-the-loop design for critical systems
Security, Governance, and Observability
- Handling data exposure and LLM safety in infrastructure
- Auditing agent actions and restricting scope
- Tracking pipeline behavior and model feedback
Real-World Use Cases and Custom Scenarios
- Designing agent workflows for incident response
- Integrating agents with GitHub Actions, Slack, or Jira
- Best practices for scaling LLM integration in DevOps
Summary and Next Steps
Requirements
- Experience with DevOps tooling and pipeline automation
- Working knowledge of Python and Git-based workflows
- Understanding of LLMs or exposure to prompt engineering
Audience
- Innovation engineers and AI-integrated platform leads
- LLM developers working in DevOps or automation
- DevOps professionals exploring intelligent agent frameworks
14 Hours
Delivery Options
Private Group Training
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- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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