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# Migrating from Codex to Sparrow ## Quick Import ```bash sparrow import codex [path] # default: ~/.codex ``` ## What Gets Imported | Codex | Sparrow Equivalent | |---|---| | `AGENTS.md` | SOUL file (agent definition) | | `codex.yaml` config | `config.toml` routing/autonomy | | Cloud execution | `sparrow cloud run` (modal/daytona/ssh backends) | | GitHub integration | `git_pr_create` tool + GitHub App (WS11) | ## Key Differences - **Multi-model**: Codex is OpenAI-only. Sparrow supports 35 providers. - **Offline**: Sparrow runs fully offline via Ollama. - **Cost control**: Budget caps per session/day. No unpredictable cloud costs. - **Swarm review**: Planner → Coder → Verifier catches bugs before they land. - **Self-improving**: Sparrow learns skills from experience.