Udemy - Generative AI for DevOps

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1. Introduction.mp4 (15.7 MB)
• 2. Course Scope and Tooling.mp4 (4.6 MB)
2 - Generative AI Concepts for DevOps
• 3. Section Overview.mp4 (7.0 MB)
• 4. How Can Generative AI Help DevOps Engineers (Description).html (0.8 KB)
• 4. How Can Generative AI Help DevOps Engineers.mp4 (28.4 MB)
• 5. Where Generative AI Adds Value in the DevOps Lifecycle (Description).html (0.8 KB)
• 5. Where Generative AI Adds Value in the DevOps Lifecycle.mp4 (43.2 MB)
• 6. AI-Assisted vs AI-Autonomous DevOps (Description).html (0.8 KB)
• 6. AI-Assisted vs AI-Autonomous DevOps.mp4 (26.8 MB)
• 7. Risk Awareness Hallucinations, Drift, and Overreach.mp4 (26.5 MB)
• 8. Section Review.mp4 (6.3 MB)
3 - Practical AI-Assisted DevOps
• 10. Reference Source Code.html (5.6 KB)
• 11. AI-Assisted Infrastructure as Code (IaC).mp4 (12.1 MB)
• 12. Demo AI-Assisted Infrastructure as Code (Bicep + GitHub Copilot).mp4 (168.2 MB)
• 12. Prompts - GitHub Gists.url (0.1 KB)
• 13. Demo Pipeline Authoring and Optimization Using AI.mp4 (129.5 MB)
• 13. Prompts - GitHub Gist.url (0.1 KB)
• 14. Demo AI for Test Strategy and Release Confidence (Description).html (0.8 KB)
• 14. Demo AI for Test Strategy and Release Confidence.mp4 (122.2 MB)
• 14. Prompts - GitHub Gists.url (0.1 KB)
• 15. Demo AI-Assisted Release Notes Automation (Description).html (0.8 KB)
• 15. Demo AI-Assisted Release Notes Automation.mp4 (131.3 MB)
• 15. Prompts - GitHub Gists.url (0.1 KB)
• 16. Demo AI-Assisted Incident Response & Root Cause Analysis.mp4 (59.7 MB)
• 16. Prompts - GitHub Gists.url (0.1 KB)
• 17. Section Review.mp4 (7.2 MB)
• 9. Section Overview.mp4 (3.4 MB)
4 - DevOps AI Tools, Governance, and Enterprise Readiness
• 18. Section Overview.mp4 (3.5 MB)
• 19. Enterprise AI Tooling Landscape for DevOps.mp4 (25.4 MB)
• 20. Review of AI Tooling Used in DevOps.mp4 (46.2 MB)
• 21. Establishing AI Guardrails for Enterprise DevOps Teams.mp4 (27.3 MB)
• 22. Auditing, Accountability, and Operational Oversight.mp4 (11.4 MB)
• 23. Creating an AI Adoption Playbook for Your Organization.mp4 (20.0 MB)
• 24. Measuring ROI of AI in DevOps.mp4 (27.2 MB)
• 25. Section Review.mp4 (5.4 MB)
5 - Integrating Generative AI into DevOps Pipelines
• 26. Section Overview.mp4 (5.6 MB)
• 27. Reference Source Code.html (5.6 KB)
• 28. Provisioning and Connecting to an AI Engine.mp4 (55.9 MB)
• 29. Designing Deterministic AI Workflow Steps (Description).html (0.8 KB)
• 29. Designing Deterministic AI Workflow Steps.mp4 (101.5 MB)
• 30. Orchestrating AI Jobs in GitHub Actions.mp4 (80.2 MB)
• 31. Context Engineering for DevOps AI.mp4 (101.0 MB)
• 32. Cost & Performance Management for AI Pipelines.mp4 (144.0 MB)
• 33. Observability and Feedback Loops for AI-Assisted Pipelines.mp4 (96.8 MB)
• 34. Secure Integration Patterns (Technical Security).mp4 (33.8 MB)
• 35. AI-Augmented ChatOps.mp4 (63.0 MB)
• 36. Section Review.mp4 (8.2 MB)
6 - Agentic AI for Advanced DevOps Scenarios
• 37. Section Overview.mp4 (4.1 MB)
• 38. AI Agents 101 Anatomy of an Agent.mp4 (21.3 MB)
• 39. Agentic AI in CI CD Pipelines (Safe and Unsafe Use Cases).mp4 (13.0 MB)
• 40. Reference Source Code.html (5.6 KB)
• 41. Demo Developing a Minimal DevOps Agent.mp4 (75.6 MB)
• 42. Demo Adding Minimal Agent to a GitHub Workflow.mp4 (41.7 MB)
• 43. Agent Failure Modes in Production.mp4 (21.7 MB)
• 44. Progressive Autonomy Design Model.mp4 (26.9 MB)
• 45. Agentic Patterns in DevOps Workflows (map to PRs, builds, incidents).mp4 (11.8 MB)
• 46. Demo Developing PR Code Quality Suggesting Agent.mp4 (90.5 MB)
• 47. Demo Integrating Agent into PR Code Quality Assessment Workflow.mp4 (69.6 MB)
• 48. Memory in Agentic Systems What to Store, What Not to Store.mp4 (14.8 MB)
• 49. Demo Adding Workflow-Level Memory to a DevOps Agent.mp4 (94.3 MB)
• 50. Tools and MCP Standardizing Context + Actions Across Agents.mp4 (14.6 MB)
• 51. Demo Build an MCP Server For GitHub Tooling.mp4 (139.0 MB)
• 52. Demo Extend The Agent with MCP Tools.mp4 (85.9 MB)
• 53. Demo Test and Verify the GitHub Workflow using the MCP Agent.mp4 (64.2 MB)
• 54. Multi-Agent Systems for Incident Response.mp4 (30.0 MB)
• 55. Demo Creating Multi-Agent Implementation.mp4 (93.9 MB)
• 56. Demo Testing a Multi-Agent Workflow.mp4 (24.1 MB)
• 57. Observability and Evaluation of AI Agents.mp4 (29.2 MB)
• 58. Demo Adding Observability and Evaluation to An Agent.mp4 (118.5 MB)
• 59. Demo Visualize Agent Open Telemetry with Aspire.mp4 (38.6 MB)
• 60. Section Review.mp4 (5.9 MB)
7 - Conclusion
• 61. Conclusion and Recommendations.mp4 (31.3 MB)
• Bonus Resources.txt (0.1 KB)