LLMs & AI Engineering · Building with LLMs
Capstone: Break-Triage Agent
Put RAG, tools, agents and evals together into one real system: an agent that reads reconciliation breaks, gathers evidence with read-only tools, classifies the cause, drafts a fix and hands it to a human. Rules first, LLM second, evals always.
Step 1 of 7 · Overview45 min read ·
Key idea
Prereqs: Tools & function calling; Agents: plan, act, observe; Evals & guardrails; SQL SELECT & JOIN. Next: Shipping Software (FDE) › System design basics. This is the project a Forward Deployed Engineer builds in week one at a bank or fund: a narrow, measurable agent on a painful ops workflow.Next: 1. The problem