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Paula Livingstone writing · projects · tools

Projects

The Frontier Engineer Project

Anthropic is investing $100 million to train 10,000 Frontier Deployed Engineers. This project asks whether an experienced industrial cybersecurity engineer can independently build the same underlying capabilities through targeted study, hands-on engineering and the delivery of a real agentic AI system.

ClaudeClaude CodePythonMCPRAGLLM AgentsLLMOpsCoursera

03 — Tools & Retrieval

1 entry

Giving the system access to relevant evidence through tool calling, retrieval, embeddings and evidence-grounded context while preserving provenance.

  1. Building LLM Applications with Tools and Retrieval — Edureka Published on: Learning how an LLM can work with external tools and retrieve evidence from controlled information sources rather than relying solely on model knowledge and prompt context.