SupaKeeper Plain comparisons of AI coding tools

Best AI coding session managers for open source maintainers

Compare Claude Squad, Conductor, ccusage, opcode, Cline and AgentHydra for keeping AI coding sessions in order, with questions to ask first.

By SupaKeeper ยท

SupaKeeper is published by LunarWerx, which makes some of the tools compared here.

Pick by the question you need answered. Claude Squad is a terminal app that manages multiple agents in separate workspaces. [1] Conductor runs a team of coding agents in the cloud. [2] ccusage turns files on your own computer into usage and cost reports. [3] Cline is an autonomous coding agent available as an SDK, IDE extension, or CLI assistant. [4] AgentHydra shows Claude Code, Codex and OpenCode sessions on one searchable list. [5]

OptionWhat the tool doesPrice as stated
Claude SquadA terminal app that manages multiple AI agents in separate workspaces. [1]not published
ConductorRuns a team of coding agents in the cloud. [2]not published
ccusageAnalyzes coding agent CLI token usage and costs from local data. [3]not published
opcode (formerly Claudia)A GUI app and toolkit for Claude Code. [6]not published
AiderLets you pair program with LLMs in your terminal. [7]not published
ClineAn autonomous coding agent available as an SDK, IDE extension, or CLI assistant. [4]not published
GooseWorks with 15+ providers, including Anthropic, OpenAI and Google. [8]not published
ContinueIts open source codebase remains freely available. [9]not published
OpenCodeAn open source AI coding agent. [10]not published
Codex CLILets users inspect code, make changes, run commands, and automate repeatable work. [11]not published
Gemini CLIAn open-source AI agent that brings the power of Gemini into the terminal. [12]not published
AgentHydraShows Claude Code, Codex and OpenCode sessions on your machine in one searchable list. [5]Free, no account or subscription. [5]

What open source maintainers need from AI coding session managers

An open source maintainer wears many hats. Reviews, issues, bug reports, docs, releases and CI all need attention in the same weeks, and usually across several accounts and machines at once. AI coding agents can help with code and chores, but each agent runs in its own session, and the sessions multiply quickly.

The real jobs are keeping track, moving work, and watching cost. A maintainer needs to see which sessions are running and what each one is doing. When one account nears its quota, work has to move somewhere else. When several agents run at the same time, usage piles up, so it helps to see it in one place. The limits are practical: quotas per account, and work that has to keep moving while reviews and fixes wait.

A session manager should make those jobs easier without adding setup. Check what each tool tracks, which agents it covers, and where the data lives, because no single tool covers every need. The sections below say what each source states and nothing more.

Claude Squad for open source maintainers

Claude Squad is a terminal app that manages multiple AI agents, including Claude Code, Codex, Gemini and other local agents including Aider, in separate workspaces. [1] It can be installed via Homebrew. [1] Both Homebrew and manual installation install Claude Squad as the command cs. [1]

Check its page for how it handles the agents and the workspaces you use.

Conductor for open source maintainers

Conductor runs a team of coding agents in the cloud. [2] It is available on macOS, iOS and via its API. [2]

Check which of your repositories and workflows it can run before you rely on it.

ccusage for open source maintainers

ccusage analyzes coding agent CLI token usage and costs from local data. [3] It can be run directly without a global installation. [3]

It analyzes coding agent usage and costs from local data. [3] Check which agents it reports and how it is run on your machine.

opcode (formerly Claudia) for open source maintainers

opcode is a GUI app and toolkit for Claude Code. [6] It requires Windows 10/11, macOS 11+, or Linux (Ubuntu 20.04+). [6] Its release executables will be published soon. [6]

For a maintainer who prefers a graphical view of Claude sessions, opcode is a GUI app and toolkit for Claude Code. [6] Check which of the listed systems you run and whether the published builds cover it.

Cline for open source maintainers

Cline is an autonomous coding agent available as an SDK, IDE extension, or CLI assistant. [4] It supports extensions through MCP and plugins. [13] It can understand codebases and answer questions about files, dependencies, and behavior. [13]

For a maintainer who wants questions answered about a large codebase, asking the agent directly can save a search through the tree. Check which way you want to run it, since it offers several.

AgentHydra for open source maintainers

AgentHydra is made by the team that publishes this site. It shows Claude Code, Codex and OpenCode sessions on your machine in one searchable list, updated live while they run. [5] It lets you type a reply into a Claude session's own desktop chat, or send one message to several sessions. [5] It moves a Claude chat, history included, to another of your accounts. [5] It splits a task's pieces across Claude Code CLI sessions on your accounts, and moves a worker to another account when one nears its limit. [5] It shows cost at API list prices by day, model, project and account. [5]

It is free, with no account or subscription. [5] It is open source under the MIT License. [5] The tray app needs Windows; macOS and Linux builds exist but have not been verified. [5] On Windows, install with a one-line PowerShell script, or download a build from GitHub Releases or run from source. [5]

Matching the tool to the job

To keep every running session in one place and find one fast, AgentHydra shows Claude Code, Codex and OpenCode sessions in one searchable list, updated live while they run. [5]

To run several agents side by side, Claude Squad is a terminal app that manages multiple agents in separate workspaces. [1] Conductor runs a team of coding agents in the cloud. [2]

To move work when an account nears its limit, AgentHydra splits a task's pieces across Claude Code CLI sessions on your accounts, and moves a worker to another account when one nears its limit. [5]

To watch what agents spend, ccusage analyzes coding agent CLI token usage and costs from local data. [3] AgentHydra shows cost at API list prices by day, model, project and account. [5]

To answer questions about a codebase, Cline can understand codebases and answer questions about files, dependencies, and behavior. [13]

To use a visual surface for Claude sessions, opcode is a GUI app and toolkit for Claude Code. [6]

Questions to ask before you choose

Which agents do you run, and does the tool cover them? Each source lists its own set.

Do you want the data on your own machine or on a service you connect to? Check where each tool keeps its sessions and reports.

What happens when an account nears its quota? Check whether the tool moves work, pauses it, or leaves that to you.

How fresh must the live view be? Check how each tool updates its list while agents run.

Which machines do you use? Windows, macOS and Linux support differs by tool, so check each page before you commit.

Do you work alone or with a team? Shared cloud spaces matter only in the second case.

Frequently asked questions

Is AgentHydra free for open source maintainers?

AgentHydra is free, with no account or subscription. [5] It is open source under the MIT License. [5] The tray app needs Windows; macOS and Linux builds exist but have not been verified. [5] Check its page for current terms before you rely on it.

Can Claude Squad manage several agents at once?

Claude Squad is a terminal app that manages multiple AI agents, including Claude Code, Codex, Gemini and other local agents including Aider, in separate workspaces. [1] It can be installed via Homebrew. [1] Both Homebrew and manual installation install it as the command cs. [1] Check its page for the agents and workspaces you use.

Can AgentHydra move work between accounts?

AgentHydra moves a Claude chat, history included, to another of your accounts. [5] It also splits a task's pieces across Claude Code CLI sessions on your accounts, and moves a worker to another account when one nears its limit. [5] Check whether the accounts and agents you run are the ones it moves.

Can ccusage track coding agent costs?

ccusage analyzes coding agent CLI token usage and costs from local data. [3] It can be run directly without a global installation. [3] Check which agents it reports before you rely on it.

Can AgentHydra show what a session costs?

AgentHydra shows cost at API list prices by day, model, project and account. [5] Its cost figures are at API list prices. [5] It also prints the same cost numbers as JSON from the command line. [5] Check its page for the level of detail you need.

Free, with no account or subscription. [5]

Try AgentHydra

Sources

  1. Claude Squad, github.com/smtg-ai/claude-squad, read 2026-10-08
  2. Conductor, conductor.build, read 2026-10-08
  3. ccusage, github.com/ryoppippi/ccusage, read 2026-10-08
  4. Cline, github.com/cline/cline, read 2026-10-10
  5. AgentHydra's own description of itself (the product of this site's publisher)
  6. opcode (formerly Claudia), github.com/getAsterisk/claudia, read 2026-10-08
  7. Aider, aider.chat, read 2026-10-10
  8. Goose, github.com/block/goose, read 2026-10-10
  9. Continue, continue.dev, read 2026-10-10
  10. OpenCode, opencode.ai, read 2026-10-10
  11. Codex CLI, developers.openai.com/codex/cli, read 2026-10-18
  12. Gemini CLI, github.com/google-gemini/gemini-cli, read 2026-10-18
  13. Cline, cline.bot, read 2026-10-10

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