foundation
13 articlesWhy Synthesis Engineering Exists: Building Across AI Agent Runtimes, Not Around Them
Why synthesis engineering exists: model, runtime, and state portability across Claude Code, OpenAI Codex, Cursor, Hermes Agent, and OpenClaw, without lock-in.
What should survive when you change AI tools
Project state, methods, authority rules, coordination, and evidence: five things open agent infrastructure should preserve across AI tools and clients.
Where AI assistance ends and the writer begins
Where AI assistance ends and the writer begins: whose experience, whose position, whose voice. Three provenance questions draw the line, not a percentage.
Synthesis engineering needs a pedagogy, not just a methodology
A methodology tells practitioners what to do. A pedagogy forms judgment. What the Bauhaus teaches about growing synthesis engineering beyond its founders.
Introducing synthesis writing
Introducing synthesis writing — the discipline of keeping the creative act of writing wholly human while letting AI help with the scaffolding. What it is, what
Transferable 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
What is Synthesis Engineering?
Synthesis engineering is a professional discipline for human-AI collaboration on complex work. Not just better prompting — a systematic approach with princ...
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 ...