[Specification] Agentic Dispute Resolution: The "Bob-as-a-Service" Layer and Immutable Execution Logs

Motivation: The Evidence Paradox

In an industrial DAO, disputes are inevitable (e.g., “The server went down, but the provider says it didn’t”). In legacy systems, resolving this requires a human court or a biased log file. For Economic Finality, we need Immutable Evidence that can be ingested by an AI Agent (“Bob”) to trigger automatic settlements.

The Immutable Stack: Paralus + Sandboxing

We solve the “Hardware Owner” problem by ensuring that logs are generated and stored in a way that the hardware owner cannot “tinker” with them without leaving a cryptographic trace.

• Paralus (Zero-Trust Access): We use Paralus within the Federated Kubernetes clusters to manage all kubectl access. Paralus provides an exhaustive, user-level audit log of every command executed. If a sysadmin tries to manually alter a container, Paralus records the exact “who, what, and when.”
• Sandboxed Runtimes (Kata/gVisor): Every industrial workload runs in a Sandboxed Environment.
  We prefer Kata Containers for hardware-level VM isolation or gVisor for syscall interception.
  If a process attempts to “break out” of the container to modify the host’s log files, the sandbox detects the syscall anomaly and immediately flags a “Tamper Proof” violation in the logtree.

The “Bob-as-a-Service” (Agentic ADR)

Bob is an Agentic AI with a specialized “Legal-Technical” LLM kernel. Bob acts as the Automated Dispute Resolver (ADR).

• Continuous Ingestion: Bob continuously monitors the logtrees (log NlogN) streamed from the Paralus audit logs and the Sandbox heartbeats.
• Conflict Trigger: When a DAO member (Individual or Org) files a claim (e.g., “SLA Breach”), Bob pulls the relevant logtree branches.
• Autonomous Adjudication:
  Bob verifies the Immutability Proof: “Did Paralus record a manual login? Did the Sandbox detect a breakout?”
  If the logs are verified as “Clean” and show a failure, Bob triggers a Zodiac-compatible call to the Safe to slash the provider.
  If the logs show “Tinkering,” Bob automatically declares a High-Severity Breach, revoking the provider’s OIDC access in < 500ms.

Technical Workflow: From Container to Settlement

Closing the Industrial Loop

By combining Paralus and Sandboxing, we ensure the data feeding the logtrees is honest. This allows the DAO to function as a truly autonomous machine. The “Bob” layer ensures that “Industrial Friction” doesn’t lead to “Governance Stagnation”, it leads to Instant Economic Correction.