Product direction
How early product choices become visible before implementation.
Autocraft Journal
Notes on product direction, AI interfaces and building frontends with more control.
Product thinking from inside Autocraft—covering visual systems, context-aware generation, sketch-to-code, iterative refinement, frontend reliability and the decisions that happen before full development.
Latest writing
Product decisions, engineering tradeoffs and AI workflow design.
Writing from the process of building Autocraft—not generic AI commentary.
What we write about
Less hype. More product reasoning.
The journal exists to document the product problems Autocraft is built around and the engineering decisions required to make AI frontend workflows more coherent, controllable and useful.
AI workflow design
Where generation, context, targeting and recovery fit together.
Frontend systems
Code ownership, React/HTML workflows and iterative refinement.
Human control
When AI should act—and when direct editing is the better interface.
From theory to the workspace
See how these ideas become product workflows.
Start with a business idea, explore multiple directions and move into a connected frontend workspace.