← Academy intermediate track · hot

Vibe Coder.

Real products with real APIs. Streaming, RAG, function calling and production.

level Intermediate

lessons 9

duration 14 hours

prerequisite Beginner

what you'll learn in this track

OpenAI & Claude API

Streaming & function calling

RAG architecture

Vector DB selection

Multimodal integration

Production deployment

lesson plan · 9 lessons

From API to product.

API key, first completion and error handling.

System prompt, message roles and tool use.

Real-time UX with server-sent events.

Letting the model call functions: schema, validation, retry.

Vector DB, embeddings and the retrieval pipeline.

Pinecone, Weaviate, pgvector — which one for what?

Image reading, OCR and vision APIs.

Caching, batch processing and model selection.

Rate limits, monitoring, fallback strategies.

next step

Chain-of-thought, evals and fine-tuning. Go deep into AI.