Small Model, Real Work: A 4B Local AI Assistant Inside a Business App
What we learned putting a 4B local model inside a business app: one agent over sub-agents, tools that do the model's hard parts, approvals, memory and evals.
What we learned putting a 4B local model inside a business app: one agent over sub-agents, tools that do the model's hard parts, approvals, memory and evals.
Short, practical records from the decisions behind product design, web systems, and architecture work.