Source: https://ailoot.ai/docs/integrations/mini-swe-agent/
Canonical: https://ailoot.ai/docs/en/integrations/mini-swe-agent/
Language: en

[Terminal agents](https://ailoot.ai/docs/en/integrations/#agents) 

# mini-SWE-agent

[Markdown](https://ailoot.ai/docs/en/integrations/mini-swe-agent/index.md)

Terminal agent · OpenAI Chat

| Format | Where to set it up |
| --- | --- |
| OpenAI Chat | Agent YAML configuration → model section (model\_name, model\_kwargs); MSWEA\_MINI\_CONFIG\_PATH changes the default configuration path |

## [](https://ailoot.ai/docs/integrations/mini-swe-agent/#setup)Setup

Copy the configuration and replace `sk-...` with your key from the Ailoot Dashboard. Prefer storing the key in the environment variable `AILOOT_API_KEY`, if the application supports it.

Before starting, request GET /v1/models with your Ailoot key. Choose an exact model ID whose methods include POST /v1/chat/completions, then use that ID in the configuration. For agents, also check tool support and the features required by your client version.

```yaml
# agent configuration snippet
model:
  model_name: "claude-sonnet-5-5"
  model_kwargs:
    custom_llm_provider: "openai"
    api_base: "https://api.ailoot.ai/v1"
  cost_tracking: "ignore_errors"
```

```bash
export AILOOT_API_KEY="sk-..."
export OPENAI_API_KEY="$AILOOT_API_KEY"
```

Example model: `claude-sonnet-5-5`. Choose any other model from the [catalog](https://ailoot.ai/models/en/) — check that it supports the format you need.

## [](https://ailoot.ai/docs/integrations/mini-swe-agent/#notes)Good to know

Uses LiteLLM: model\_kwargs are passed directly to litellm.completion. Without a price registry, LiteLLM reports an unknown cost; disable tracking with cost\_tracking: "ignore\_errors" or MSWEA\_COST\_TRACKING=ignore\_errors. OPENAI\_API\_KEY is LiteLLM’s standard key variable, but the mini-SWE-agent page does not show it.

## [](https://ailoot.ai/docs/integrations/mini-swe-agent/#check)Test

- For the OpenAI format, the URL is `https://api.ailoot.ai/v1` (or the full path if the application asks for a full URL).
- Ask a short question. If you get an error, check the code and Request ID, then consult [Errors and limits](https://ailoot.ai/docs/en/errors/).
- 404 immediately after setup almost always means the URL is wrong: an extra or missing `/v1`.
- 402 — insufficient balance for the reserve. Agents reserve more than chat: [why](https://ailoot.ai/docs/en/billing/reserve/).

Application documentation: [https://github.com/SWE-agent/mini-swe-agent/blob/main/docs/models/local\_models.md](https://github.com/SWE-agent/mini-swe-agent/blob/main/docs/models/local_models.md)

Still have questions? Send your Request ID and a description — we'll help you troubleshoot.[Contact support](mailto:support@ailoot.ai)

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