Foundation 7 articles
← All ArticlesTransferable Knowledge: The Fifth Pillar of Synthesis Coding
You understand your AI-generated code. Can your teammates? Transferable Knowledge is the fifth pillar of synthesis coding -- ensuring AI-assisted work is compre
Why Synthesis Coding Still Writes Code in the Age of LLMs
The answer is not "just let the model do it" — and code matters more, not less, as AI gets dramatically better Last spring, my son Fitz and I had an aftern...
The Self-Improving System: The Fourth Pillar of Synthesis Coding
Synthesis coding treats both the project and the practice as evolving systems. Iterative context building is one of four threads that compound together — alongs
Active System Understanding: The Third Pillar of Synthesis Coding
AI can generate code faster than you can read it. AI also removes the friction that used to force engineers to read carefully — which is why this pillar is the
Systematic Quality Standards: The Second Pillar of Synthesis Coding
AI-generated code should meet the same quality standards as human-written code — and in practice the bar should be higher, because AI scales the cost of letting
Human Architectural Authority: The First Pillar of Synthesis Coding
AI can write code faster than any human. But it cannot hold a consistent architectural vision across months of development. That is why the first pillar of synt
Synthesis Engineering: The Professional Practice Emerging in AI-Assisted Development
Why the most effective engineering organizations are developing systematic approaches that go beyond vibe coding — and why this practice needs a name This ...