Bernstein

Bernstein serves as a declarative control plane for AI coding agents, drawing parallels to how Kubernetes manages containers. Users specify a high-level development goal, which the system intelligently decomposes into smaller, manageable tasks. These tasks are then distributed to various AI agents, which execute them in parallel within isolated worktrees. A built-in 'janitor' agent meticulously verifies all outputs, ensuring that the generated code is functional, tests pass, and no regressions are introduced. This robust system delivers working code, passing tests, and a clean Git history, all while abstracting away vendor-specific agent frameworks and eliminating vendor lock-in.

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