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Translunar LLC

Juno Woods is an aerospace engineer, AI researcher, and computational biologist. Spacecraft navigation, AI agent systems, and inference under uncertainty.

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Latest posts

Stop putting everything in CLAUDE.md

Claude Code has four mechanisms for shaping agent behavior. Most people use one. I researched how they actually work and validated my findings with TDD.

Anthropic quietly removed MagicDocs from Claude Code

MagicDocs was the least-modified of Claude Code's five oldest system prompts. It and /pr-comments — both legacy approaches from before the skills era — were removed in v2.1.91.

Gender-affirming health insurance coverage how-to

A practical guide to getting gender-affirming care covered by health insurance in the US — prior authorization, network exceptions, letters of agreement, and how to file a complaint when your insurer stonewalls you.

A call for a quantitative report card for AI bioterrorism threat models

A proposal for a quantitative report card to evaluate how much LLMs like ChatGPT and Claude actually elevate bioterrorism risk across three threat models: technical, social engineering, and disinformation.

Four types of verbal consent

A framework for the four main types of verbal consent — enthusiastic, affirmative, no means no, and token no — and why understanding which one you're using (and which one the other person expects) actually matters.