Plugins are self-contained. AI assistants can add features by writing just one file. No merge conflicts by design.
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AI-Native Manifest
Auto-generates AI_CONTEXT.md with live tool signatures for zero-noise prompting. AI gets it right on the first attempt.
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Atomic Decoupling
No cross-domain imports. Communication happens exclusively via a typed EventBus. Architectural decay is structurally impossible.
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Hybrid Async Engine
Automatically offloads blocking sync code to threads. Focus on logic, not event loop management.
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Fault Isolation
ToolProxy tracks every infrastructure call. Failing tools are marked DEAD, plugins fail individually, the process never dies — and no error is ever silently retried.
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Swappable Infrastructure
Plugins declare what they need by name. Switch from SQLite to PostgreSQL by changing one Tool. Zero plugin changes required.