ACTIVE SERIES
The Protocol Framework
10 modules. One skill. Move from "Chatbot" thinking to "System" architecture.
Operational Systems
ONLINE
Validation Lab
Gauntlet tests, red teaming, and regression suites.
MONITORING
Protocol Alerts
Live governance signals, drift detection, and violation logs.
Topic Map
10 Topics Foundcanon
Domain Expertise
Define 'correct' before autonomy.
canonWhy Protocols Exist
Stochastic → reliable.
deep diveRubrics & Scorecards
Scoring output quality.
deep diveEdge Case Policies
Escalation rules.
deep diveState & Memory
Persistence layers.
deep diveRouting Patterns
Logic flow control.
blueprintMCP Standard
Standard tool interfaces.
deep diveLeast Privilege
Tool sandboxing.
labDrift Detection
Monitoring reliability.
labRed Teaming
Adversarial testing.