Jules and the Lobster API headless

**Quick judgement** A well-documented, feature-complete headless integration for the Jules v1alpha REST API. It’s a strong choice if you already use (or plan to use) Jules as an autonomous coding agent on GitHub repos and want Lobster to orchestrate those workflows. Its main drawbacks are dependence on an external, alpha-stage API and the need for careful repo/API-key configuration. **Key strengths** - Covers the full Jules lifecycle: list sources, create/manage sessions, approve plans, message sessions, inspect activities, and retrieve outputs/PRs. - Opinionated workflows (plan approval, auto-PR, interactive) with clear best practices and troubleshooting guidance. - Uses simple HTTP + curl and environment variables, making it automation-friendly. **Risks & limitations** - **External, alpha API dependency**: Jules v1alpha may change, break backwards compatibility, or experience outages, affecting reliability. - **Repo-change risk**: Misuse of fully automated mode (no plan approval) can lead to undesired code changes, even though they go through PRs. - **Security considerations**: Requires a JULES_API_KEY and installation of the Jules GitHub app; poor secret handling could leak credentials or over-expose repositories. - **Platform constraints**: Cannot handle very large files (> ~768k tokens) and cannot run long-lived commands; some coding tasks will be out of scope. **Recommended scenarios** - Teams that already use Jules (or are comfortable adopting it) and want Lobster agents to delegate and supervise coding work via PRs. - Multi-agent or CI/CD pipelines where one system (Lobster) coordinates planning and validation while Jules performs the code edits. - Environments where PR-based workflows and explicit plan approval are required for compliance or safety, but some tasks can be fully automated in low-risk repos. **Less suitable when** - You don’t want external SaaS agents modifying your code or cannot install the Jules GitHub app. - You need highly reliable, stable APIs with strong backward-compat guarantees (the alpha status and external dependency are notable constraints).