An alternative to Jev for Codex

Jev for Codex (the jev-codex command of jev-router) chooses which Codex model answers each new turn. AgentsRoom does the same job from its composer, with Adaptive Mode, and keeps your Codex agents in a workspace around them.

Both send easy work to a light model and hard work to the flagship, through a small local server that changes the model without restarting Codex. The difference is around it: Jev is a command you launch, AgentsRoom builds it into the app that runs your agents.

AgentsRoom: several Codex agents side by side, each one in its own tab with its own model
AgentsRoom: several Codex agents side by side, each one in its own tab with its own model

Two ways to stop paying flagship prices for small tasks

Jev for Codex

  • Open source (MIT), installed from npm as jev-router
  • jev-codex launches the real Codex CLI with a temporary Jev Router provider
  • A loopback proxy forwards Codex requests to OpenAI and picks a model at each new user turn
  • Tool-loop continuations keep the model chosen at the start of the turn
  • Needs a TypeSafe API key; your prompt text is sent to TypeSafe to decide
  • Works in any terminal, on Windows, macOS and Linux

AgentsRoom

  • Adaptive Mode, opt-in, built into the desktop app
  • Suggests the cheapest Codex model that can still do the task, from the message you type
  • Every message option: each message is analysed, not only the first one
  • Automatic option: the model changes before your message is sent, without restarting Codex
  • Built in: Codex is connected to a local server inside the app at launch, with your own login and no third-party key
  • The agent keeps its tab: status, history, messaging, MCP, several Codex accounts

Same principle, built in or added on

Codex has no command that changes the model in the middle of a session: its /model only opens a picker. Both tools get around it the same way, with a small local server between Codex and the API.

Jev: a command that wraps Codex

You start Codex with jev-codex instead of codex. It launches a loopback proxy and a temporary Jev Router provider; the proxy rewrites each new turn to the model Jev picked, and a commentary line tells you which one. Routing needs a TypeSafe key, and the prompt text of the turn goes to TypeSafe.

AgentsRoom: the same idea, inside the app

In Automatic mode, AgentsRoom starts each Codex agent connected to a small local server inside the app, keeping your Codex login. When your message calls for another model, the next requests go to it: no relaunch, nothing typed in Codex. An agent that was already running, an agent on a remote SSH host, or a Codex that goes through your own provider or endpoint is never rerouted: it switches by resuming the same conversation on the new model.

Neighbouring questions, answered on their own pages

AgentsRoom vs Jev for Codex at a glance

The first rows are where Jev is ahead. The rest is what surrounds a Codex agent once it runs.

FeatureAgentsRoomJev for Codex
Open source✗✓
Refuses a downgrade that would waste the prompt cache✗✓
Works in a plain terminal, outside any app✗✓
Explains the last routing decision✗✓
Changes model without restarting Codex✓✓
Picks a model for each messageOptionPer turn
Switches an agent that was already runningResumes the session✗
No third-party API key to manage✓TypeSafe key
Can suggest instead of switching✓✗
Routes other CLIs tooClaude, AntigravityClaude Code
Several Codex accounts side by side✓✗
Desktop interface✓✗
Agent status at a glance✓✗
Live terminal per agent✓Your terminal
Multi-project view✓✗
Kanban backlog✓✗
Built-in diff review✓✗
Specialized agent roles✓✗
Notifications✓✗
Native mobile app✓✗
Settings in an interface✓✗
Drag and drop files✓✗
Model choicePer agent + per messagePer turn
Setup30 secnpm + API key

What AgentsRoom does not do

Per-message routing in AgentsRoom has limits of its own. Better to know them before you switch.

Restart the agents that were already open

Automatic switches without a relaunch for the agents started after you turn it on. An agent already open still switches, by resuming the same conversation on the new model, which takes a few seconds. Restart it once to get the switch without relaunch.

No routing in the middle of a turn

A message sent while the agent is still working is not routed: the switch could only apply after the turn. A message waits at most 4 seconds for the verdict, then leaves on the current model.

The prompt cache is not protected

Changing model drops the prompt cache of the previous one: the first message on the new model re-reads the history at full price. Jev refuses a downgrade on a large conversation when it would cost more than it saves; AgentsRoom does not.

Only inside AgentsRoom

Routing applies to the agents you run in AgentsRoom, from the desktop or the phone. A codex you start in another terminal keeps its model. The first 500 characters of your message are sent to AgentsRoom's servers to decide.

When Jev for Codex is the better choice

Jev is a good tool, and in these cases it fits better than AgentsRoom.

You live in a plain terminal

You run codex in your own shell or over SSH and want routing there, without a desktop app around it.

You want to set each tier yourself

Jev lets you choose which Codex model serves each tier, and asking for a tier in the prompt, such as use strong, overrides the routing for that turn.

You want the cache-aware guard

On a large conversation Jev refuses a downgrade that would waste more prompt cache than it saves, and its explain command shows the scores behind each decision.

You want code you can read and change

jev-router is open source under the MIT license: you can read the routing policy, change it and fork it.

Per-message routing for Codex in AgentsRoom

Three settings in Settings > Composer. They can also be set for one project only.

1

Turn Adaptive Model on

Settings > Composer > Adaptive Model > On. Off by default; while off, nothing is sent.

2

Analyse every message

Turn on Every message. By default only the first message of a conversation is analysed.

3

Choose Automatic

Set When a better-suited model is found to Automatic. Agents started from then on switch model without a relaunch; the chip says which model was used, and the thumbs rate the choice.

Try AgentsRoom in your browser

The real desktop app, running in your browser with sample data. Nothing to install.

The desktop app, in Simple mode

On a phone the demo runs the real desktop app in its Simple interface mode: one project, its agents, one prompt. The full cockpit is on your computer.

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Frequently asked questions

Is AgentsRoom an alternative to Jev for Codex?
For the routing, yes: Adaptive Mode picks the cheapest Codex model that can still do the task, from the message you type, and with the Every message and Automatic options it does it at each message, without a click. It is built into AgentsRoom, so there is no jev-codex command to launch, no plugin and no TypeSafe key. It is not a drop-in replacement for a plain terminal: the routing only applies to agents run in AgentsRoom.
How does AgentsRoom change the Codex model in the middle of a conversation?
Codex has no in-session command to set a model: its /model only opens a picker. In Automatic mode, AgentsRoom starts Codex connected to a small local server inside the app, with your own login; when your message calls for another model, the server sends the next requests to it. No relaunch, nothing typed in Codex, and the history stays. It is the same principle as Jev, built in. An agent that was already running before you turned Automatic on, or that goes through your own provider or endpoint, switches by resuming the same conversation on the new model instead, which takes a few seconds.
Do I need to install anything or add an API key?
No. AgentsRoom sets up its local server itself when it starts a Codex agent, keeps your Codex login and writes nothing in your Codex configuration file. There is no third-party key. Jev for Codex is a separate npm package, started with the jev-codex command, and needs a TypeSafe API key.
Does it route every message, or only the first one?
By default, only the first message of a conversation is analysed, and AgentsRoom shows a chip you accept. Turn on Every message to analyse each later message too, and set Automatic to switch without a click. A message sent while the agent is still working is not routed, and a message never waits more than 4 seconds for the verdict.
What is sent to make the decision?
The first 500 characters of your message go to AgentsRoom's servers, and only when Adaptive Model is on. Your code, your files and your Codex credentials never reach AgentsRoom's servers: Codex's own requests go through the local server on your computer, straight to OpenAI. With Jev, the prompt text of the turn is sent to TypeSafe.
How many routing decisions are included?
500 a month on the Free and Plus plans, 10,000 on Pro, and 10 without an account. Each analysed message uses one. When the allowance is spent, messages simply go out on the current model.
Does switching model cost anything in tokens?
Yes, sometimes. A new model does not share the prompt cache of the previous one, so the first message after a switch re-reads the history at full price. On a long conversation, staying on the same model can be cheaper. Jev has a guard that refuses such downgrades on large conversations; AgentsRoom leaves the choice to you, and the Suggest mode lets you decline.
Is Jev for Codex the same tool as Jevia?
No. Jev for Codex is the jev-codex command of the jev-router package. Jevia is a separate, experimental project: it picks a tier for a task, then runs a CLI such as Codex, Claude Code, OpenCode or Gemini CLI for that task and records the outcome. On Codex, its recording relies on hooks that Codex asks you to review once. Both use a TypeSafe key.
I use Jev with Claude Code too. Is there a comparison for that?
Yes, on its own page: AgentsRoom vs Jev for Claude Code. In AgentsRoom, the same three settings apply to all your agents: suggestions cover Claude, Codex, Antigravity and the other supported CLIs, and the Automatic option works with Claude Code and Codex for now.

Other comparisons

AgentsRoom compared with other agent managers, terminals and AI tools.

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