Kilroy is a local-first "software factory" CLI (github.com)

Kilroy has been introduced as a local-first "software factory" command-line interface (CLI) that translates English-language requirements into a structured Attractor pipeline. This pipeline, represented as a directed graph in Graphviz DOT, orchestrates a sequence of tasks executed by coding agents, all within an isolated git worktree. The Attractor engine handles multi-stage AI workflows, allowing nodes to represent various stages of execution—from LLM tasks and human decision points to tool steps and conditionals—while edges manage control flow, including conditions and retry loops. This modular approach enables robust auditing and resumption of tasks, as Kilroy commits after each node execution. This development is particularly significant for the AI/ML community as it enhances the efficiency and accessibility of building complex AI workflows. By enabling users to convert natural language requirements directly into executable pipelines, Kilroy streamlines the integration of AI models and workflows. With detailed specifications provided and the ability to execute these pipelines, Kilroy empowers developers to work more collaboratively and intuitively. The CLI's support for checkpointing and auditing marks a step forward in workflow transparency, essential for managing increasingly complex AI tasks in diverse applications.