Audit trail

Make memory changes explainable after the run.

Bilinc is built for agents whose durable state needs provenance, receipts, and operator review.

Install pathPyPI package
RuntimeHosted Cloud
InterfacePython + CLI + MCP
Releasev2.1.3
record

Record enough context to review the memory later.

actor

The agent, operator, service, or workflow that wrote the memory.

source

The command, document, tool, or endpoint that produced the state.

reason

Why this state is durable enough to keep.

metadata

Attach metadata at commit time.

client.commit(
    "release.receipt",
    {"version": "2.1.3", "build": "passed"},
    memory_type="episodic",
    metadata={"source": "ci", "actor": "release-engineer"},
)
review

Use auditability to debug agent behavior.

When an agent makes a surprising decision, durable memory should show which state it recalled and which prior run created it.