Tag: #llm

How LLMs Work (Without the Math Spiral)

Tokens, attention, training—explained like you’ll implement it.

Prompt Patterns That Produce Reliable Outputs

Reusable templates for clarity, constraints, and verification.

Prompt Injection: What It Is and How to Defend

Threats, mitigations, and safer tool / RAG designs.

LLM Cost Optimization: Reduce Tokens Without Losing Quality

Prompt compression, caching, and routing strategies.