Why This Search Exists

When these interfaces are blurred together, teams struggle to understand where a task should run and what assumptions each path carries about state, trust, and environment.

That slows adoption and produces brittle operational behavior.

Recommended Approach

A structured browser ops model keeps one local runtime at the center for stateful work, exposes it through CLI and MCP, and then adds a separate hosted API layer for public tasks. This creates both power and clarity.

iatlas-browser is already organized around that structure.

Key Takeaways

  • Clarity of interface matters as much as capability breadth.
  • CLI, MCP, and hosted APIs solve different entry-point needs.
  • One local runtime should anchor stateful work.
  • Hosted APIs should stay narrow and remote-safe.

Fast Start

  1. Define the role of each interface in your workflow.
  2. Route stateful work through the local runtime.
  3. Expose the local runtime through MCP for agents.
  4. Use hosted APIs for public stateless operations.

Next Action

Read product overview

Move from research to implementation by choosing the correct boundary: local runtime for real-session work, hosted API for public-safe retrieval.