60+
Extension modules
50+
Workflow skills
6+
Integrated channels
Default
Human-approval baseline
The Challenge
Typical assistant setups either lacked flexibility or encouraged unsafe fully autonomous behavior.
Our Approach
Used modular architecture with strict boundaries between AI generation, human review, and final action surfaces.
System Components
Agent orchestration patternsExtension frameworkReal-time state channelsReview checkpoints
AIAssistantsGuardrails
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