Architecting autonomous agents, multimodal intelligence, and frontier systems.
Reasoning models, prompt optimization, structured outputs, and eval harnesses.
Why string-parsing prompts fail at scale, and how constrained grammar decoding, typed schema validation, and rigorous eval harnesses guarantee 99.9% reliability.
October 8, 2026 · 6 min read
An empirical decision framework for choosing between Retrieval-Augmented Generation, Parameter Fine-Tuning (LoRA), and massive context windows for enterprise AI applications.
October 7, 2026 · 8 min read