LLMs & AI Engineering · Building with LLMs
Capstone 2: Reconciliation Copilot with Evals
Turn the break-triage agent into a copilot ops will trust: a golden set of labeled breaks, an eval harness that runs on every change, confidence and dollar gates, and the precision/recall math that decides how much it may propose.
Step 1 of 7 · Overview34 min read ·
Key idea
Prereqs: Capstone: Break-Triage Agent; Evals & guardrails; Corporate Actions & Breaks. Next: Running an agent in production: logs, cost & human review. Sources: standard classification metrics (precision, recall, confusion matrix); the error-analysis → measure → improve loop taught by Hamel Husain & Shreya Shankar. All numbers below are a worked toy example, not a vendor benchmark.Next: 1. From agent to copilot