The big loss for Anthropic here is how it reveals their product roadmap via feature flags. A big one is their unreleased "assistant mode" with code name kairos.

Just point your agent at this codebase and ask it to find things and you'll find a whole treasure trove of info.

Edit: some other interesting unreleased/hidden features

- The Buddy System: Tamagotchi-style companion creature system with ASCII art sprites

- Undercover mode: Strips ALL Anthropic internal info from commits/PRs for employees on open source contributions