What is good for humans,
is even better for AI.

The problem

Best practices were designed for human limitations — cognitive load, forgetfulness, communication gaps. AI doesn't have those limitations, but it does have others: no persistent memory, no awareness of project conventions, no understanding of organizational context. Optimizing for AI means encoding human knowledge into machine-readable systems.

How Dev10x solves it

Dev10x takes engineering best practices — DDD, Clean Architecture, JTBD — and encodes them into executable workflows. Event Storming sessions produce domain models. Architecture Decision Records capture trade-offs. Project scoping builds milestones with dependencies. The AI doesn't just follow best practices — it enforces them.

Related skills