ProjectBuild an Agentic Content Studio: the explanation · Module 17: Evaluating the agents · part 19 of 22
Part 19 · Module 17: Evaluating the agents
Module 17: Evaluating the agents
23 min read·
About 50 minutes · Needs: Module 8 (the LangGraph pipeline), Module 10 (the designer, JSON repair and the honesty guard), Module 11 (render, measure and repair) · Code: backend/evals/run.py, backend/evals/checks.py, backend/evals/fake.py, backend/evals/datasets/, backend/tests/test_evals.py
Where this fits
This module (blue) is the evaluation box: it drives the real designer, pipeline and check loop with prepared inputs and scores what the model (amber) produced.
Unit tests check that each function does what its author meant. Evaluations check that the agents, with a real model in the loop, write slides that are valid, honest and fit the page, on many realistic inputs. This module opens the evaluation box: the datasets, the five suites, every metric and the gate that can stop a release.
The rest of this project is yours to keep
This project is bought on its own, once, and stays readable afterwards, including the parts added to it later.