Build with AI: Develop an Application with GPT-5 API
25mIntermediate2025-10-03
Authors
Deepak Goyal
Course details
Learn how to build a complete incident management system powered by GPT-5 in under an hour.
This hands-on course takes you through the core components of modern incident response. Explore how to analyze logs in real time, detect and classify incidents, and generate clear summaries and response recommendations. See how GPT-5 enables smarter escalation workflows, builds memory into your knowledge base, and automates postmortem reporting. With step-by-step demos and practical examples, you can develop the skills to transform traditional IT operations into faster, more intelligent, AI-driven workflows.
Learning objectives
Recognize how to set up a Python environment and connect to the GPT-5 API securely.
Learn to integrate GPT-5 with system logs for real-time incident detection.
Classify incidents automatically by severity levels using GPT-5.
Generate human-friendly summaries and root cause hints from raw logs.
Build AI-driven response recommendations and structured runbooks.
Implement a knowledge base memory to reuse past incident resolutions.
This hands-on course takes you through the core components of modern incident response. Explore how to analyze logs in real time, detect and classify incidents, and generate clear summaries and response recommendations. See how GPT-5 enables smarter escalation workflows, builds memory into your knowledge base, and automates postmortem reporting. With step-by-step demos and practical examples, you can develop the skills to transform traditional IT operations into faster, more intelligent, AI-driven workflows.
Learning objectives
Recognize how to set up a Python environment and connect to the GPT-5 API securely.
Learn to integrate GPT-5 with system logs for real-time incident detection.
Classify incidents automatically by severity levels using GPT-5.
Generate human-friendly summaries and root cause hints from raw logs.
Build AI-driven response recommendations and structured runbooks.
Implement a knowledge base memory to reuse past incident resolutions.
Concepts
Getting Started
- Project overview and secure GPT-5 setup
Core System with GPT-5
- Incident detection with GPT-5
- Incident classification and prioritization
- Incident summarization and root-cause hints
- Response recommendations
- Incident escalation workflow
Advanced GPT-5 Features
- Large context handling for long logs and reports
- GPT-5 multimodal support - Screenshots and monitoring graphs