Chat-based AI is built for conversation, not execution. Miniloop replaces fragile prompt chains with explicit orchestration where every step, input, and output is intentional.


Orchestration turns AI from a conversational tool into an execution engine.
Each step has a single responsibility. No overloaded prompts or hidden instructions buried in chat history.
Every step consumes explicit inputs and produces named outputs that downstream steps can reliably reference.
Steps run in a defined sequence. No ambiguity about what runs when or what data is available.
Chats encourage improvisation. Instructions blur together, outputs are disposable, and state is implicit. As workflows grow, execution becomes unpredictable and fragile. Orchestration makes intent explicit and behavior reliable.

