You should have a basic background in Typescript or Javascript.

You can take the courses in any order.

Upon completing this Specialization, you will be able to:

Build Production-Ready AI Agent Systems

- Design and implement MCP tool servers that connect AI agents to filesystems, databases, APIs, and custom tools

- Architect complete AI agents using the universal PERCEIVE → DECIDE → ACT → OBSERVE loop

- Wire LLMs to autonomously discover, select, and execute tools through function calling

Apply Reliability Patterns

- Implement Response-as-Instruction to design tools that guide agent behavior in real-time

- Build Failing Forward systems where errors teach agents how to recover automatically

- Apply Intelligence Budget principles to maximize signal and minimize token waste

Solve Real Production Problems

- Create context-aware agents that discover rules and constraints on-demand

- Design error messages that enable autonomous recovery without human intervention

- Build agents that use scripted orchestration for mechanical work while reserving cognitive resources for decisions requiring intelligence

Ship Agents That Actually Work

- Transform unpredictable agents into reliable systems that handle edge cases gracefully

- Optimize agent performance by pre-digesting data in tools and managing context window efficiently

- Deploy agents that work autonomously in production environments without constant babysitting