The compounding context insight is huge. Most teams I talk with are building one-off AI tools and wondering why they dont scale, but its because everytime you use the tool you're starting from zero. The unified knowledge base that gets smarter from actual work is the real unlock. Also love the spectrum framing - not everything needs to be a full agent. Deterministic for predictabilty, agentic where needed.
The compounding context insight is huge. Most teams I talk with are building one-off AI tools and wondering why they dont scale, but its because everytime you use the tool you're starting from zero. The unified knowledge base that gets smarter from actual work is the real unlock. Also love the spectrum framing - not everything needs to be a full agent. Deterministic for predictabilty, agentic where needed.
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