Project Log

Train an AI Assistant

Welcome to the project space for creating a focused AI assistant tailored to real user workflows. This log tracks the full journey—from defining scope and curating examples to training, evaluating, and shipping iterative improvements.

What to expect here

• Design notes on assistant behaviors, guardrails, and evaluation goals
• Training logs that document data choices, prompt structures, and Codex-based scaffolding
• Playbooks for testing, benchmarking, and monitoring quality over time
• Deployment considerations for integrating the assistant into real tools and processes

Follow along as we evolve from Codex prototypes to a reliable, production-ready assistant.

Current Focus Areas

• Build an evaluation harness with a small but high-quality seed set.
• Iterate prompts with transparent change logs.
• Capture failure patterns (hallucination, missing context, tone drift) and address them explicitly.