> Canonical URL: https://codingcat.dev/course/full-stack-ai-agents-typescript

# Full-Stack AI Agents in TypeScript (No Python Required) | CodingCat.dev Course

🧶 CodingCat.dev Course5 Lessons[▶ Watch Course Playlist on YouTube ↗](https://www.youtube.com/watch?v=7d6iJHEPMZI&list=PLAoI2a8wit78)[Start Course →](/course/full-stack-ai-agents-typescript/lesson/why-typescript-won-the-ai-application-layer)

# Full-Stack AI Agents in TypeScript (No Python Required)

![Full-Stack AI Agents in TypeScript Architecture Diagram](https://cdn.sanity.io/media-libraries/mlttp0BZbCpV/images/78383c8986667bc1eaa504786488d88f212929a8-1280x720.jpg?w=1920&h=1080&q=82&fit=max&auto=format)[@CodingCatDev62.5K / 100K Subscribers Goal](https://www.youtube.com/@codingcatdev?sub_confirmation=1)[Subscribe on YouTube→](https://www.youtube.com/@codingcatdev?sub_confirmation=1)[Watch on YouTube App ↗](https://www.youtube.com/watch?v=7d6iJHEPMZI&list=PLAoI2a8wit78)✏️ Visual Architecture Diagram

## how this course connects together.

Follow AJ from first principles to production-ready architecture.

Let’s build it!✏️ Visual Diagram: Full-Stack AI Agents in TypeScript (No Python Re…✓ Good PatternVISUAL DIAGRAM[Diagram Walkthrough]Step-by-step diagram breakdown for Full-Stack AI Agents in TypeScript (No Python Required): start with Core Architecture & Production Implementation, implement Hands-On Implementation, and ship to production.AAA Contrast Verified

Architect deterministic AI workflows, hybrid browser-to-cloud model routing (Gemini Nano + Cloudflare Workers), and serverless GPU pipelines in pure TypeScript.

## course lessons.

1

### Core Architecture & Production Implementation

- [1.1Why TypeScript Won the AI Application LayerSee why shared Zod/JSON schemas across your UI, edge API, and tool-calling layer eliminate glue code between Python microservices and web apps.▶ Video + LessonStart Lesson →](/course/full-stack-ai-agents-typescript/lesson/why-typescript-won-the-ai-application-layer)
- [1.2Deterministic Agent Workflows vs. Autonomous LoopsKnow when to use explicit step-by-step state machines versus open-ended autonomous tool loops in production.▶ Video + LessonStart Lesson →](/course/full-stack-ai-agents-typescript/lesson/deterministic-agent-workflows-vs-autonomous-loops)
- [1.3Hybrid Web AI: Routing Between Browser Gemini Nano & Cloud ModelsRun zero-cost local inference in Chrome with the Prompt API (Gemini Nano) and seamlessly fall back to Cloudflare Workers when on-device AI is unavailable.▶ Video + LessonStart Lesson →](/course/full-stack-ai-agents-typescript/lesson/hybrid-web-ai-routing-browser-gemini-nano-cloud)
- [1.4Serverless GPUs Without Dockerfiles (RunPod Flash)Generate 3,000+ AI images and run custom GPU workloads on demand from a TypeScript web app without maintaining 15GB Docker images.▶ Video + LessonStart Lesson →](/course/full-stack-ai-agents-typescript/lesson/serverless-gpus-without-dockerfiles-runpod-flash)
- [1.5Agent Evals, Guardrails & Spend Caps in ProductionProtect your production AI endpoints against prompt injection, runaway retry loops, and surprise cloud bills.▶ Video + LessonStart Lesson →](/course/full-stack-ai-agents-typescript/lesson/agent-evals-guardrails-spend-caps-in-production)