Optimize Cheap LLMs for Frontier-Level Accuracy
You don't always need expensive frontier LLMs to achieve production-grade results. By investing in context engineering, structured tool access, and strict guardrails, you can optimize cheap utility mo

You don't always need expensive frontier LLMs to achieve production-grade results. By investing in context engineering, structured tool access, and strict guardrails, you can optimize cheap utility mo

TL;DR: Single-shot LLM prompts often output broken HTML or buggy layouts. By wrapping the LLM in an agentic loop—where it writes code, renders it to an image, inspects its own work, and edits it itera
