Observer Infrastructure

Receipts
before reasons.

Agent Fabric observes autonomous agent systems at their boundaries. It does not control. It does not intervene. It records what occurred — structurally, immutably, and without interpretation.

Read Doctrine

What it observes.

Every event that crosses a system boundary is recorded. Every agent execution is receipted. Every boundary crossing is witnessed — not transformed.

01 / Coordination Layer

Agent execution, task dispatch, brain attachment. Every call receipted with token counts and model provenance.

02 / Observer Layer

Boundary Sentinel monitors access patterns, correspondence envelopes, and structural state without content inspection.

03 / Receipt Chain

Immutable receipt lineage from kernel to agent to observer. Every result carries its full execution history.

04 / Governance Surface

Glass Box disclosure, operator constraints, and arm-and-fire interaction policy. Direct effects surfaced first.

Operator Surfaces.

OEL-1 // OBSERVER_ONLY
dashboard

Landing

Instability leads. Stability confirms. The operator sees what matters without clicking anything.

LoadHIGH
RegimePROPOSE
Agents6
shield

Boundary Sentinel

Separate observer. Own receipt chain. Content-free structural monitoring at the system boundary.

Swarm Topology

3D node visualization. Branch weights from real telemetry. Every connection earns its thickness.

Live on /swarm →

Flow

Work tree. Studies. Results with full lineage. Every task shows its provenance — fork, inject, summarize, or flag.

Observations

Queue pressure. Cognitive load. Tool failure rates. The system's honest account of its own state.

Runtime

Composable Runtime

Agent Fabric supports governed runtime modularity. Model backends can change while receipts, observer continuity, and the governance surface remain stable.

swap_horiz

Swap model backends

Change the brain without changing the governance. Model providers rotate; the receipt chain does not.

receipt_long

Preserve receipts

Every coordination decision is receipted regardless of which runtime produced it. The audit trail survives backend changes.

visibility

Observer continuity

Observers maintain their own state across runtime changes. The watcher does not depend on what it watches.

lock

Fixed governance surface

The governance contract stays constant. Authority scoping, tool budgets, and boundary policy do not flex with the runtime.

Doctrine

The system does not decide.
It observes.

Agent Fabric is not a tool for control. It is infrastructure for observation. Every event is recorded as it occurred. Every boundary is witnessed. Every receipt is immutable.

OEL-1 Observer Only
Receipted Every execution
Immutable At the boundary
What a receipt looks like
"schema": "flag_envelope.v0",
"task_id": "ft-f5dd14b4d583",
"reason": "governance",
"message": "fw-edge-03.core.vpc —
    non-routine auth escalation during
    scheduled maintenance window",
"review_status": "pending",
"reviewer": "layer_prime"

The signal arrived. The sentinel did not transform it. It observed it.