Tier 3 · XMPro Cognitive Agents
Autonomous agents — observe, reflect, plan, act on their own initiative
Spans a progression of cognitive complexity
Single Cognitive Agent
Observeharness O R
P/A Governharness
Memory · tools · LLM (internal) — No consensus needed
Cognitive Decision Teams
Agent AORPA · obj. 1 Agent BORPA · obj. 2
Consensus
MQTT · memory · tools (internal) — Competing objectives
Tier 2 · XMPro Agentic Harness
LLM-augmented Datastreams with governed reasoning
Reasoning without autonomy · visible on canvas
Context Assembly LLM Reasoningsingle / multi-step Validationoutput checks Route / Actdeterministic
Tier 1 · XMPro Datastreams
Deterministic data orchestration
If the flowchart can be drawn before runtime
Connectors Transforms Rules / Filters Actions / Alerts
XMPro Datastream Runtime
The runtime is the constant across all tiers