Agents & knowledge · Tools & reference examples
Knowledge workflows & deployment tooling
Source-linked knowledge examples and practical deployment tooling.
By Jay Fan · Portfolio record reviewed
What the project does
RED explores knowledge workflows with visible sources, document ownership and clear handling of missing evidence. The interactive knowledge example uses fictional documents and fixed local lookup; it does not call an AI model.
Related deployment-tool work includes Windows environment detection, configuration-permission checks, diagnostic guidance and sensitive-information redaction. These are tooling capabilities, not a claim that every agent can be deployed without configuration.
Selected capabilities
- Answers linked to source passages
- Environment checks and diagnostic guidance
- Illustrative lookup and actual tooling kept distinct