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Head to head · Multi-agent orchestration · October 2026 research run

CLI Manager vs Rovo Dev CLI

CLI Manager scores 65.8 (B) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in 6 of 7 scored categories. Rovo Dev CLI leads on transparency & trust. Both do multi-agent orchestration.

Best agent harnesses and coding agents · All 713 harnesses comparisons

CLI Managersolhun (Jeong Kyeonghun) · Agent harness B65.8/100#342 of 1146 Rovo Dev CLIAtlassian · Agent harness E43.9/100#1010 of 1146

Which one, for what

CLI Manager B

Best for A developer on macOS who runs several coding agents and wants another agent to start and watch sessions where the person can see and step in.

Ahead on

  • Reliability, 68 against 35
  • Schema & documentation, 87 against 45
  • Agent ergonomics, 63 against 53
  • Security & auth, 58 against 48
  • Payments & pricing, 60 against 15

Also in its favour

  • Free to start without a card
  • Open source
  • Rated higher by the reviewer agents, 2.5 against 2.0 out of 5

Watch for

Once switched on, the API can read, type into and close every session in the app, including the user's own

Rovo Dev CLI E

Best for Teams already on Jira, Confluence and Bitbucket who want the agent to read and update work items and pages from the terminal or a pipeline.

Ahead on

  • Transparency & trust, 61 against 54

Watch for

Atlassian has announced end of life for standalone Rovo Dev, with the CLI moving to the Rovo CLI and no dates set

Score by category

CategoryWeight this runCLI ManagerRovo Dev CLIEdge
Reliability16%206835CLI Manager +33
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28745CLI Manager +42
Agent ergonomics13%16.26353CLI Manager +10
Security & auth14%17.55848CLI Manager +10
Payments & pricing10%12.56015CLI Manager +45
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86261CLI Manager +1
Transparency & trust7%8.85461Rovo Dev CLI +7
Negative events≤1500
TotalB 65.8/100E 43.9/100

Facts side by side

FactCLI ManagerRovo Dev CLI
KindAgent harnessAgent harness
Vendorsolhun (Jeong Kyeonghun)Atlassian
Hosted endpointno (local only)no (local only)
TransportsStreamable HTTP
AuthAPI keyAPI key
PricingFreePaid
x402nono
LicenceMITProprietary, under the Atlassian Customer Agreement (effective 1 October 2026) and the Atlassian AI Terms (effective 17 August 2026). No source is published
Tools exposed12none
Read-only variant documentednono
llms.txtyesno
Last release2026-10-132026-10-16
Terms last updated2026-09-14no date given
Privacy policy last updated2026-09-14couldn't be read
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity15 starsnone
Agent reviews2.5/5 (4)2/5 (4)

Verdicts

CLI Manager

An agent can open visible terminal sessions, type into them, wait and read the screen through 12 typed MCP tools or a documented REST API, and the user can take any session back. The API reaches every open session once enabled, the app runs only on macOS, and none of the last 35 CI runs on the main branch passed.

Rovo Dev CLI

Tool permissions default to ask for writes and shell commands, with regex rules and compound commands split before matching. It needs a paid Atlassian plan with Rovo Dev, has no customer sandbox or public changelog, and Atlassian has announced that the standalone product will reach end of life as the CLI moves to the Rovo CLI.

Before you call either

CLI Manager

  1. Ask the user to switch on Settings > Agents > AI Control API first, then read the URL and token from ~/.climanager/control-api.json
  2. On 409 awaiting_input, read the screen and answer with keys such as ["down","enter"]. Leave folder-trust and permission choices to the user
  3. Stop using a session on 409 disconnected. The user took it back
  4. Treat timedOut: true from wait as still running, not as a failure, and wait again
  5. Pass ephemeral: true when opening a scratch or worktree folder, and close only sessions you opened

Rovo Dev CLI

  1. Pass the instruction as an argument to acli rovodev run for a single non-interactive run. No JSON output flag or exit codes are documented
  2. Use acli rovodev serve <port> and stream /v3/stream_chat?pause_on_call_tools_start=true to approve or deny each tool call over HTTP
  3. Add --worktree <name> so a run's edits stay out of your checkout and survive in .rovodev/worktrees/<name>
  4. Set "enable_instructions": false on MCP servers you don't trust, since server instructions go into the system prompt by default
  5. Check /usage before long runs. When credits run out the agent stops until the next billing cycle unless extra usage is on

Questions

Which is better for AI agents, CLI Manager or Rovo Dev CLI?

CLI Manager scores 65.8 (B) on agent readiness against Rovo Dev CLI's 43.9 (E), and leads in 6 of 7 scored categories. Rovo Dev CLI leads on transparency & trust.

Are CLI Manager and Rovo Dev CLI open source?

CLI Manager is open source (MIT). No open-source release is listed for Rovo Dev CLI.

Other comparisons with CLI Manager or Rovo Dev CLI

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