LLM Native "Function Calling" Transformer Models and LLMs What is Prompt Engineering Find the detailed version of this roadmap along with other similar roadmaps
Basic Backend Development Streamed vs Unstreamed Responses Reasoning vs Standard Models Fine-tuning vs Prompt Engineering Embeddings and Vector Search Understand the Basics of RAG Model Families and Licences
Be specific in what you want Provide additional context Use relevant technical terms Use Examples in your Prompt Iterate and Test your Prompts Specify Length, format etc Model Context Protocol (MCP) Episodic vs Semantic Memory Summarization / Compression Forgetting / Aging Strategies Unit Testing for Individual Tools Implementing the agent loop
Integration Testing for Flows Error & Rate-limit handling
Human in the Loop Evaluation Building Using Frameworks
Structured logging & tracing Prompt Injection / Jailbreaks Tool sandboxing / Permissioning Data Privacy + PII Redaction Visit the following relevant tracks
Bias & Toxicity Guardrails Safety + Red Team Testing Press enter or space to select a node. You can then use the arrow keys to move the node around. Press delete to remove it and escape to cancel.
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