Toolbag

The working parts,
shared plainly.

A public view into the commands, ideas, and language behind the work. Take what helps. The point is not to make AI sound bigger. The point is to make the work easier to understand.

Examples of workFive practical examples that show the business situation, the system built, and what changed.Open ↗IdeasThinking worth keeping from talks, conversations, and reading. Each one changed how we work.Open ↗
System drawing

The system starts with a person and a business. Agents connect the intent, memory, tools, data, and outputs around that work.

/prznt system diagramAgents connect user intent, memory, outputs, models, data, tools, and skills inside business, user, and client contexts.BusinessClientsUserAgentsUserMemoryOutputDataToolsSkillsModels
  • Agents coordinate the work.
  • The user gives the work its direction.
  • Memory keeps context from starting over.
  • Output is the thing the work produces.
  • Models, data, tools, and skills are the working parts.

Shared so the work is easier to inspect, learn from, and improve.

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