Plan, Generate, Pull: An Architecture-First AI Workflow
The Plan, Generate, Pull workflow separates architecture decisions from code generation and local installation.
Plan before generation
The planning phase exists to remove ambiguity. It defines the stack, data flow, service boundaries, and validation rules before any project files are produced.
When planning is skipped, the model fills gaps. That produces speed in the first minute and cleanup work for the next week.
Generate inside locked boundaries
Generation should happen after decisions are locked. The engine can create files, but the validation layer decides whether those files match the architecture.
This keeps the model useful without letting it silently replace the system design.
Pull into the local machine
The pull step matters because developers need normal local ownership. A generated workspace should land as files, commands, and configuration that can be inspected and versioned.
Logic64 uses the CLI handoff so the generated bundle becomes a local project rather than a fragile remote session.