Ania Danilec (@annadanilec)

AI Engineer & Python Developer. Bridging LLMs and production. I build secure, observable AI Agents using FastAPI. Focus: turning non-deterministic models into solid and secure engineering.

Ania Danilec

About

Available for

Ania Danilec's blogs

RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

How we built an MCP Guardrail to enforce Tech Policy in real-time

Deterministic Guardrails for Non-Deterministic Agents

Ania Danilec

About

Available for

Ania Danilec's blogs

RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

How we built an MCP Guardrail to enforce Tech Policy in real-time

Deterministic Guardrails for Non-Deterministic Agents

Ania Danilec

About

Available for

Ania Danilec's blogs

RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

How we built an MCP Guardrail to enforce Tech Policy in real-time

Deterministic Guardrails for Non-Deterministic Agents

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Ania Danilec

About

Available for

Ania Danilec's blogs

RAG Evaluation with RAGAS: Measuring Faithfulness, Context Precision, and Recall in Production

How we built an MCP Guardrail to enforce Tech Policy in real-time

Deterministic Guardrails for Non-Deterministic Agents