10
Claude Code Principles
What the Research
Actually Says.
Most AI coding advice is measurably wrong. This series distills 19 research papers into 10 actionable principles for production-grade agentic workflows — plus the two open-source tools that make them automatic.
19 Research Papers
10 Principles
2 Open-Source Tools
The Research
19 Sources. 9 Years of Science.
From “Attention Is All You Need” (Vaswani et al., 2017) to DeepMind’s multi-agent scaling laws (2025). Every principle traces to published research. Every design decision in the tools traces to published research. The author’s contribution is synthesis and implementation. The science belongs to the researchers.