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- Add sub-bullet under feedback loops for interactive code testing
- Emphasize speed of tests alongside quality
- Recommend providing linters, type checkers, and auto-formatters for agents
Add 10x value-of-time note and simplify mantra
Apply guideline in Artificial Intelligence Models.md and Teamwork.md
Expands teamwork documentation with insights on engineer autonomy in work prioritization, the importance of understanding informal organizational structures beyond written rules, and strategic approaches to rule-bending for new team members.
- Add insights on boring system design and state management strategies
- Include comprehensive API design best practices focusing on simplicity and reliability
- Move "Start local and iterate" section higher with expanded context
- Add bold headers to key concepts for better scanning
- Consolidate related content under appropriate sections
- Remove duplicate entries and improve logical flow
- Reorganize content structure with dedicated Notes section
- Add insights on pairwise comparisons, mechanism simplicity, and attribution
- Expand mechanism toolkit with 12 new mechanisms including Harberger taxes, conviction voting, and optimistic mechanisms
- Improve formatting and capitalize mechanism names for consistency
- Strengthen content on forkability, community feedback, and anti-Goodhart properties
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