Engineering at the edge
of agent orchestration.

LLM Agents That Rewrite Your Python Code Collaboratively — And Orchestrate It at Runtime

Every LLM orchestration framework has the same bottleneck baked in: a single context window for your entire codebase. Here's the architecture that distributes the reasoning — and why build-time negotiation + runtime message routing changes everything about how agents coordinate.

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