ICAN-Deploy: Identity-Stable Canary Deployment for Safety-Critical Embodied Agents
On the map: LLM agents and tool use → Agent threats, guardrails and governance
Abstract (arXiv)
Canary deployment routes a fraction of traffic to a new software version, monitors metrics, and rolls back on regression. Mainstream controllers (Argo Rollouts, Spinnaker, Flagger) change the deployed system's cryptographic identity during the canary window. The drift is harmless for stateless microservices but breaks the claim that "the agent you certified is still the agent you have" for safety-critical embodied agents, forcing re-certification per canary. We present ICAN-Deploy (Identity-stable CANary Deployment), a middleware construction whose state machine holds the identity hash invariant across the canary window by separating capability names (frozen, hashed) from capability versions (mutable runtime state). We implement ICAN-Deploy inside a runtime governance layer for LLM-driven robots and verify invariance by closed-form proof, AST lint, and TLA+ model-checking, then corroborate over N=100 real canary cycles on a Franka Panda arm in MuJoCo (zero drift; entry latency 95% BCa CI [1.52, 2.01] ms). A feature-flagged strawman that folds versions into the manifest falsifies on the same workload. A system certified once at identity-creation time can then ship arbitrary capability evolution under that same certification, within the version-and-name envelope.
Key facts. No citing papers in the map yet (data through 7 Oct 2026). Placed in Agent threats, guardrails and governance, one of 16 directions in LLM agents and tool use. Builds on 7 of its 44 references that are in the map. First posted on arXiv 27 May 2026.
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7 of 44 references.
References · 7
- 2022Do As I Can, Not As I Say: Grounding Language in Robotic Affordancescited by 2,302
- 2023Voyager: An Open-Ended Embodied Agent with Large Language Modelscited by 2,081
- 2023PaLM-E: An Embodied Multimodal Language Modelcited by 2,037
- 2022Code as Policies: Language Model Programs for Embodied Controlcited by 1,172
- 2022Robot Operating System 2: Design, Architecture, and Uses In The Wildcited by 190
- 2017Chaos Engineeringcited by 18
- 2026Evolving Skill Modules under a Fixed Planner: Versioning, Rollback, and Runtime Governance for Long-Lived Robot Systemscited by 4
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