In the early architecture of autonomous agent systems, the bridge connecting probabilistic neural reasoning to deterministic software execution was notoriously fragile. Developers spent thousands of engineering hours crafting elaborate system prompts that implored foundation models to “always return valid JSON,” wrapping outputs in markdown code fences, and writing complex regular expression parsers to scrub away […]