Architecture

Akhara Environments is a shared control plane that hosts one or more environments. Public clients talk to the eval API at https://agi.akhara.ai (and the admin SPA at https://admin-agi.akhara.ai). The orchestrator and workers stay on the private network. Workers own device I/O, backend session state, and verifiers for a given environment.

Responsibilities

Component	Role
Eval wrapper	Public job runner + admin API. Serial rollout loop; persists runs/steps; polls your agent.
Orchestrator	Canonical env API + convenience `/episodes/*`. Task bank, worker registry, action translation.
Worker API	Per-environment episode runtime: seed backend, call executor, run verifiers, return reward.
Executor	Stateless device proxy: reset, actions, screenshots. One device serial per process.
Environment backend	App-facing API + Postgres catalog for that `env_id`.
Device + app	UI under test; on-device DB is optional ground truth for hybrid scoring.

Production URLs

Surface	URL
Eval / dashboard API	`https://agi.akhara.ai`
Admin SPA	`https://admin-agi.akhara.ai`
Orchestrator / workers / backends	Private (not publicly routed)

Environments

`env_id`	Role
`amazon_gym_android`	Mobile shopping: Android app, Room + backend hybrid scoring
`cvs_gym`	Pharmacy retail: CVS-clone app and catalog

New environments plug into the same wrapper → orchestrator → worker shape; only the app, backend, and task bank change.

Getting started

Mechanics

API reference

Scores and trajectories

Responsibilities

Production URLs

Environments

​Responsibilities

​Production URLs

​Environments

Responsibilities

Production URLs

Environments