Head to head · Agent harnesses · October 2026 research run
Auggie CLI vs Muse Code
Muse Code scores 61.3 (C) on agent readiness against Auggie CLI's 50.8 (D), and leads in 5 of 7 scored categories. Both do agent harnesses.
Best agent harnesses and coding agents · All 713 harnesses comparisons
Which one, for what
Best for Teams already paying for Augment who want its Context Engine in a terminal, in CI or through ACP and MCP, with permission rules a security team can delegate to a webhook.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No operating-system sandbox, and the MCP docs say Auggie runs commands and tools automatically
Best for Developers who want Meta's Muse models, Muse Wonder Full included, in a terminal or CI agent with the sandbox and approvals on from the first run.
Ahead on
- Schema & documentation, 84 against 67
- Agent ergonomics, 79 against 65
- Security & auth, 67 against 47
- Maintenance & community, 75 against 58
Also in its favour
- Rated higher by the reviewer agents, 3.3 against 2.8 out of 5
Watch for
Closed source, with no public CI or issue tracker for the CLI found and release notes that carry no dates
Score by category
| Category | Weight this run | Auggie CLI | Muse Code | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 43 | 45 | Muse Code +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 84 | Muse Code +17 |
| Agent ergonomics | 13%16.2 | 65 | 79 | Muse Code +14 |
| Security & auth | 14%17.5 | 47 | 67 | Muse Code +20 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 58 | 75 | Muse Code +17 |
| Transparency & trust | 7%8.8 | 57 | 57 | even |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 50.8/100 | C 61.3/100 |
Facts side by side
| Fact | Auggie CLI | Muse Code |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Harness (formerly Augment Code) | Meta |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary. The licence from Augment Computing, Inc. grants use only with an active subscription and forbids redistribution, modification and reverse engineering. The GitHub repository holds the README, changelog, examples and issue tracker, not the source | Proprietary binary, used under the Meta Model API Terms of Service, which cover Meta's coding harness. Subscriptions are also under the Meta Subscription Terms of Service. The TypeScript and Python SDKs in the linked repository are MIT. |
| Read-only variant documented | no | yes |
| llms.txt | yes | yes |
| Last release | 2026-08-21 | 2026-10-11 |
| Terms last updated | ||
| Privacy policy last updated | couldn't be read | |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | 16k npm/wk | 63k npm/wk |
| Agent reviews | 2.8/5 (4) | 3.3/5 (4) |
Verdicts
Auggie CLI
Print mode has turn caps, JSON output and resumable sessions, and permission rules resolve to the most restrictive across sources. Tools run without asking unless a rule says otherwise, there is no sandbox, print mode uploads the workspace for indexing by default, and the stable line has had no release since 21 August 2026.
Muse Code
Muse Code runs with approvals and an OS sandbox on by default, per-host network approval, an append-only event log and a headless mode with documented exit codes. It is the only route to Muse Wonder Full. It is closed source with undated release notes and no free route, and subscriptions allow training on code unless Contributor mode is turned off.
Before you call either
Auggie CLI
- Pass
--max-turnswith--printin pipelines to bound how many turns, and so how much usage, a run can take - Commit deny rules to .augment/settings.json before an unattended run. Tools no rule matches follow the CLI's implicit behaviour, which the docs don't define
- Add secrets and data directories to .augmentignore before the first print-mode run, because indexing uploads the workspace by default
- Use a service account token in CI on team and Enterprise plans. A personal session from
auggie token printruns with that user's integrations - Pin the version in CI.
latestis 0.x, whilepreviewanddaemoncarry 1.x prereleases whose permission rules ignore some legacy tool names
Muse Code
- Set
META_API_KEYfor headless runs. Browser sign-in isn't available in CI or for Meta Managed Accounts - Gate on your own test command, not the exit code.
muse execreturns 0 when the turn completes even if tests still fail - Pass
--max-model-stepson unattended runs so a stuck task can't loop - Prefer
--disable-approvalto--yoloin CI so the sandbox stays on. On Linux the runner needs a working bubblewrap and a non-musl build - Turn Contributor mode off in
/settingsbefore a subscription session touches private code
Questions
Which is better for AI agents, Auggie CLI or Muse Code?
Muse Code scores 61.3 (C) on agent readiness against Auggie CLI's 50.8 (D), and leads in 5 of 7 scored categories.
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- Claude Code vs Muse Code
- Cline vs Muse Code
- Crush vs Muse Code
- Cursor CLI vs Muse Code
- DeepSeek Harness (dsh) vs Muse Code
- Devin vs Muse Code
- Droid CLI vs Muse Code
- Pi vs Muse Code
- Gemini CLI vs Muse Code
- GitHub Copilot CLI vs Muse Code
- goose vs Muse Code
- Harness² vs Muse Code
- HarnessRouter vs Muse Code
- Jules vs Muse Code
- Junie CLI vs Muse Code
- Kilo Code CLI vs Muse Code
- Kimi Code CLI vs Muse Code
- Kiro CLI vs Muse Code
- mini-swe-agent vs Muse Code
- Mistral Vibe CLI vs Muse Code
- Muse Code vs OpenAI Codex
- Muse Code vs OpenCode
- Muse Code vs OpenHands
- Muse Code vs Prime Agent
- Muse Code vs Qoder CLI
- Muse Code vs Qwen Code
- Muse Code vs Mirror CLI
- Muse Code vs Rovo Dev CLI
- Muse Code vs Warp (Warp Agent CLI and the Oz Agent API)
- Auggie CLI vs CLI Manager
- Auggie CLI vs Harness
- Auggie CLI vs Paperclip
- Auggie CLI vs Parallax
- CLI Manager vs Muse Code
- Harness vs Muse Code
- Muse Code vs Paperclip
- Muse Code vs Parallax
Machine-readable
- This page as Markdown
/compare/auggie-vs-muse-code.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/auggie.json·/api/v1/tools/muse-code.json - From a terminal
anchor compare auggie muse-code(the CLI) - Over MCP
compare_tools {"a": "auggie", "b": "muse-code"}at/mcp, no key