What problem does it solve?
Coding tasks often produce inconsistent or buggy implementations when relying on a single model, especially for refactors, tests, and security-sensitive changes.
Core Features & Use Cases
- Multi-model delegation with automatic judging: Runs the same coding request through multiple LLM providers and selects the best result via an internal judge workflow.
- One-shot and interactive session support: Handles quick tasks as well as interactive problem-solving with session commands.
- Background execution, checkpointing, and resume: Supports long-running work with monitoring, pausing, and resuming from checkpoints.
- Practical use cases: Debug and fix login/security issues, generate unit tests, review PRs for bugs/quality, and refactor modules (auth, APIs, rate limiting) without manually juggling multiple assistants.
Quick Start
Delegate a coding task by asking your agent to run the Blackbox CLI in PTY mode with a clear prompt and the correct work directory for your repository.