AI PRODUCT VARIANT
AI Dev Sandbox
Built for Platform engineers and AI application teams
Safe model experiments with guardrails
A secure scratchpad for prompts, tool calls, and routing experiments with spend limits and audit logs.
Prompt and routing experiments often happen in unsecured ad hoc tools with poor auditability, poor cost controls, and weak reproducibility.
Promise
Give engineering teams a safe place to test prompts, tools, and routing rules without unsecured experimentation.
Why now
More teams are experimenting with models, but governance, auditability, and spend controls have not caught up.
Current route
Shared Pages preview
Preview URL
https://ai-product-matrix.pages.dev/ai-dev-sandbox/
Custom domain
chat-services.work
Custom domain assigned, not verified
Why it ships fast
Core feature set
- Isolated sessions with replayable runs
- Cost ceilings and token monitors
- Exportable prompt + tool bundles
Handoff
Get early access
Static delivery + clear handoff keeps the landing page simple while signups are handled by the external Quick Waitlist app.
Signups are handled by the external Quick Waitlist app rather than a repo-owned backend.
Email signup is handled by the external Quick Waitlist app. This repo generates the catalog and landing pages, then hands off signups there.
The generated landing page passes product context to the external waitlist URL so signups can still be attributed without a repo-owned database.
Generated landing pages always link back to the shared master catalog at `color-matrix.org` / `ai-product-matrix.pages.dev`.