Architecture Notes

Built for Local Trust

Portal IDE and this site are designed around a simple constraint: useful intelligence should stay inspectable, local-first, and attached to real tooling rather than disappearing into a remote dependency chain.

🧱

Local-First Execution

Inference, developer workflows, training controls, and most product logic are designed to keep the primary path on the user’s machine whenever possible.

🔒

Privacy by Default

Custom TinyCPUDevAI deployments focus on offline operation, data isolation, and minimal external dependencies.

⚙️

Progressive Enhancement

The website layers richer effects like app-shell caching, browser runtime demos, and dynamic surfaces only when the environment supports them cleanly.

System Layers

How the Stack Fits Together

Platform

✓ Static site delivery with app-shell caching and offline fallback
✓ Shared design/runtime layer in a single CSS and JavaScript stack
✓ Keyboard-first UX with command palette, analytics hooks, and lightweight first-party endpoints

Intelligence

✓ TinyCPUDevAI as the core local reasoning story
✓ Staged reasoning, planner workflows, and Goal Loop orchestration
✓ Transparent product positioning tied back to the repo architecture