ProjectBuild an Agentic Content Studio: the explanation · Module 10: The strategist, the designer and JSON repair · part 12 of 22
Part 12 · Module 10: The strategist, the designer and JSON repair
Module 10: The strategist, the designer and JSON repair
26 min read·
About 50 minutes · Needs: Module 7 (the deck spec), Module 8 (the LangGraph pipeline), Module 3 (the Ollama model and why MLX has no structured outputs) · Code: backend/app/ai/prompts.py, backend/app/ai/agents/strategist.py, backend/app/ai/agents/designer.py, backend/app/ai/jsonfix.py
Where this fits
The strategist and the designer (blue: this module) turn prompts into the outline and the slides. The model (amber) writes text; everything after it is our code.
The pipeline calls two writing agents. The content strategist turns the topic into an outline of exactly N slides; the designer turns each outline item into one slide of the deck spec. Both talk to the same local model, and both face the same problem: the model writes text, but the rest of the system needs valid JSON in an exact shape. This module is about the prompts that ask for that shape and the code that makes sure of it.
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.