Source: https://academy.towardsai.net/courses/agent-engineering
Your Path to Agent AI for Production
Become an Agent AI Engineer, create systems ready for real-world use, and build a portfolio of AI agents that showcase your skills.
What You Will Learn:
- When an Agent is Needed and When Not – We will teach you how to avoid the three main pitfalls developers face when creating agents.
- Agents Work Locally but Break in Production – You will build two fully-fledged production agents with deployment, observability, and pipelines.
- Solving Complex Tasks – Create an autonomous research system and a workflow for content creation with automated quality assessment and tool integration.
- Mastery of Decision Making – Learn to choose between deterministic routing and agent autonomy, determine when to keep a human in the loop, and design scalable prototypes for production.
- Skills that Don’t Become Obsolete – We teach fundamental system design, not just contemporary frameworks. Graduate with two fully deployed agents and engineering experience that will allow you to build any AI systems.
What You Will Create:
- Research Agent – Autonomous data collection and structuring from the web, GitHub, and YouTube, iterative research cycles, and tool integration for analysis.
- Content Creation Workflow – Generation of texts, diagrams, and images, automated quality checks, context-style management, and a production pipeline.
Agent Architecture:
- Reliable and scalable workflows
- Custom evaluation and monitoring systems
- Deployment in Docker and cloud environments
- Integration with Cursor, Claude, and other tools
Course Outcome:
- Two production agents in your portfolio
- Understanding of fundamental principles that will outlast trends
Who This Course is For:
- Advanced Python users (functions, classes, API)
- Familiar with LLM and basic prompting (OpenAI/Claude)
- Understanding Docker and basic deployment principles
- Ready to learn through practice rather than watching video lessons
Download Links
Password: cms.ddpanda.org













The course is incomplete. Could you pls upload the rest of the files