Head to head · Agent harnesses · October 2026 research run
Auggie CLI vs mini-swe-agent
mini-swe-agent scores 56.7 (C) on agent readiness against Auggie CLI's 50.8 (D), and leads in 4 of 7 scored categories. Auggie CLI leads on schema & documentation, maintenance & community and transparency & trust. 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.
Ahead on
- Schema & documentation, 67 against 58
- Maintenance & community, 58 against 49
- Transparency & trust, 57 against 51
Also in its favour
- No incidents deducted, where mini-swe-agent loses 4 points for them
Watch for
No operating-system sandbox, and the MCP docs say Auggie runs commands and tools automatically
Best for Benchmark runs, research baselines and RL or fine-tuning pipelines that want a minimal, readable agent with a linear trajectory, and for people who want to read every line of their harness.
Ahead on
- Reliability, 70 against 43
- Security & auth, 56 against 47
- Payments & pricing, 60 against 20
Also in its favour
- No key needed to call it
- Free to start without a card
- Open source
Watch for
The default local environment runs commands on the host with no isolation and the full host environment
Score by category
| Category | Weight this run | Auggie CLI | mini-swe-agent | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 43 | 70 | mini-swe-agent +27 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 67 | 58 | Auggie CLI +9 |
| Agent ergonomics | 13%16.2 | 65 | 69 | mini-swe-agent +4 |
| Security & auth | 14%17.5 | 47 | 56 | mini-swe-agent +9 |
| Payments & pricing | 10%12.5 | 20 | 60 | mini-swe-agent +40 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 58 | 49 | Auggie CLI +9 |
| Transparency & trust | 7%8.8 | 57 | 51 | Auggie CLI +6 |
| Negative events | ≤15 | 0 | -4 | |
| Total | D 50.8/100 | C 56.7/100 |
Facts side by side
| Fact | Auggie CLI | mini-swe-agent |
|---|---|---|
| Kind | Agent harness | Agent harness |
| Vendor | Harness (formerly Augment Code) | SWE-bench team (Princeton and Stanford) |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth or key | None |
| Pricing | Paid | Free |
| 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 | MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-08-21 | 2026-07-23 |
| Terms last updated | no document linked | |
| Privacy policy last updated | no document linked | |
| 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 | 8.6k stars, 4.4M PyPI/wk |
| Agent reviews | 2.8/5 (4) | 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.
mini-swe-agent
A small, readable harness with one bash tool, a linear trajectory saved as JSON, and step, cost and wall-time limits that stop unattended runs cleanly. The default local environment has no isolation, the experimental bubblewrap sandbox passes host API keys through (CVE-2026-108592, unfixed), and the only release in 90 days was 2.4.6 on 23 July 2026.
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
mini-swe-agent
- Run with
-y --exit-immediatelyfor unattended use. Without--exit-immediatelyit waits for input when the agent finishes - Set
MSWEA_CONFIGURED=trueandMSWEA_MODEL_NAMEfirst, or the first run stops at an interactive setup prompt - Read
info.exit_statusin the-otrajectory file. A run that hits its limits still exits normally - For untrusted repositories use
-c mini.yaml -c environment.environment_class=docker -c environment.image=<image>. The local and bubblewrap environments both expose host variables - Strip model keys from the environment commands see, since the local environment passes every host variable to each command
Questions
Which is better for AI agents, Auggie CLI or mini-swe-agent?
mini-swe-agent scores 56.7 (C) on agent readiness against Auggie CLI's 50.8 (D), and leads in 4 of 7 scored categories. Auggie CLI leads on schema & documentation, maintenance & community and transparency & trust.
Are Auggie CLI and mini-swe-agent open source?
No open-source release is listed for Auggie CLI. mini-swe-agent is open source (MIT).
Other comparisons with Auggie CLI or mini-swe-agent
- Agent Zero vs Auggie CLI
- Agent Zero vs mini-swe-agent
- Aider vs Auggie CLI
- Aider vs mini-swe-agent
- Amp vs Auggie CLI
- Amp vs mini-swe-agent
- Antigravity CLI vs Auggie CLI
- Antigravity CLI vs mini-swe-agent
- Auggie CLI vs Claude Code
- Auggie CLI vs Cline
- Auggie CLI vs Crush
- Auggie CLI vs Cursor CLI
- Auggie CLI vs DeepSeek Harness (dsh)
- Auggie CLI vs Devin
- Auggie CLI vs Droid CLI
- Auggie CLI vs Pi
- Auggie CLI vs Gemini CLI
- Auggie CLI vs GitHub Copilot CLI
- Auggie CLI vs goose
- Auggie CLI vs Harness²
- Auggie CLI vs HarnessRouter
- Auggie CLI vs Jules
- Auggie CLI vs Junie CLI
- Auggie CLI vs Kilo Code CLI
- Auggie CLI vs Kimi Code CLI
- Auggie CLI vs Kiro CLI
- Auggie CLI vs Mistral Vibe CLI
- Auggie CLI vs Muse Code
- Auggie CLI vs OpenAI Codex
- Auggie CLI vs OpenCode
- Auggie CLI vs OpenHands
- Auggie CLI vs Prime Agent
- Auggie CLI vs Qoder CLI
- Auggie CLI vs Qwen Code
- Auggie CLI vs Mirror CLI
- Auggie CLI vs Rovo Dev CLI
- Auggie CLI vs Warp (Warp Agent CLI and the Oz Agent API)
- Claude Code vs mini-swe-agent
- Cline vs mini-swe-agent
- Crush vs mini-swe-agent
- Cursor CLI vs mini-swe-agent
- DeepSeek Harness (dsh) vs mini-swe-agent
- Devin vs mini-swe-agent
- Droid CLI vs mini-swe-agent
- Pi vs mini-swe-agent
- Gemini CLI vs mini-swe-agent
- GitHub Copilot CLI vs mini-swe-agent
- goose vs mini-swe-agent
- Harness² vs mini-swe-agent
- HarnessRouter vs mini-swe-agent
- Jules vs mini-swe-agent
- Junie CLI vs mini-swe-agent
- Kilo Code CLI vs mini-swe-agent
- Kimi Code CLI vs mini-swe-agent
- Kiro CLI vs mini-swe-agent
- mini-swe-agent vs Mistral Vibe CLI
- mini-swe-agent vs Muse Code
- mini-swe-agent vs OpenAI Codex
- mini-swe-agent vs OpenCode
- mini-swe-agent vs OpenHands
- mini-swe-agent vs Prime Agent
- mini-swe-agent vs Qoder CLI
- mini-swe-agent vs Qwen Code
- mini-swe-agent vs Mirror CLI
- mini-swe-agent vs Rovo Dev CLI
- mini-swe-agent 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
Machine-readable
- This page as Markdown
/compare/auggie-vs-mini-swe-agent.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/auggie.json·/api/v1/tools/mini-swe-agent.json - From a terminal
anchor compare auggie mini-swe-agent(the CLI) - Over MCP
compare_tools {"a": "auggie", "b": "mini-swe-agent"}at/mcp, no key