Discipuli

Discipuli enables the creation and management of sophisticated multi-agent systems. Key features include: • Design roles, goals, and tools for individual agents • Orchestrate agents into complex, conditional graphs • Govern execution with human approval gates and RBAC • Observe and replay every step of agent interaction This platform provides a robust control plane for building autonomous systems, moving beyond simple chat interfaces. It offers granular control over agent behavior, including memory, safety rules, and output schemas, all with versioning for easy iteration and rollback. Developers can wire agents into dynamic graphs featuring parallel processing, retry mechanisms, and shared memory, allowing for highly adaptable and resilient operational constructs. The platform includes essential production-grade capabilities such as time-travel replay to debug any run step-by-step, visual diffs for comparing and managing different versions of prompts and workflows, and a cost estimator that provides per-model and per-tool projections before execution. It supports various foundational models, offering flexibility and integration with existing infrastructure. Discipuli is ideal for engineering teams and developers focused on deploying complex digital agent operations, from rapid prototyping to enterprise-scale systems. It streamlines the development cycle, ensuring transparency and control over every agent thought, tool call, and handoff.