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ALLOWED_NETWORKS Policy: Lock Your AI Agent to Specific Blockchains

By Codcompass Team··9 min read

Hardening AI Wallets: Network Whitelisting and Policy Enforcement in WAIaaS

Current Situation Analysis

Autonomous agents managing DeFi positions face a critical vulnerability that traditional software rarely encounters: chain ambiguity. Unlike human operators who intuitively recognize a testnet address or an unfamiliar Layer 2, LLM-driven agents process transaction data literally. If an agent is instructed to "swap USDC," it may attempt execution on a network where the contract address is invalid, malicious, or lacks liquidity. This is not a theoretical edge case; in production environments, a single hallucinated chain identifier can result in irreversible fund loss or tokens sent to unspendable addresses.

The industry often underestimates the blast radius of network misconfiguration. Development teams frequently focus on the agent's decision-making logic while treating chain selection as a secondary infrastructure concern. This oversight leaves agents with implicit access to the entire blockchain ecosystem supported by the underlying wallet provider. WAIaaS supports 18 distinct networks across EVM and Solana architectures. Without explicit boundaries, an agent configured for Ethereum operations retains the technical capability to interact with Solana, Polygon, or obscure testnets, dramatically expanding the attack surface.

Data from production deployments indicates that the majority of catastrophic agent failures stem from environmental drift rather than logic errors. When an agent operates without network constraints, a minor prompt injection or context window corruption can redirect funds to a chain where recovery is impossible. The ALLOWED_NETWORKS policy in WAIaaS addresses this by establishing a hard boundary at the policy layer, ensuring agents can only interact with explicitly whitelisted blockchains. However, many teams deploy agents with default open access, exposing themselves to unnecessary risk across the full network spectrum.

WOW Moment: Key Findings

Implementing network whitelisting fundamentally alters the risk profile of an AI agent. The difference between an open-access configuration and a strict whitelist is not merely operational; it is a structural reduction in potential damage.

Configuration ModelBlast Radius per IncidentAttack SurfaceOperational Risk Profile
Default Open AccessEntire 18-network ecosystemHighUnbounded; single error can drain cross-chain liquidity or trigger multi-chain exploits
ALLOWED_NETWORKS WhitelistSingle chain or defined subsetMinimalContained; policy layer blocks unauthorized chain interaction before execution
Layered Policy StackZero external exposureNegligibleDefense-in-depth; network, token, and spending limits enforce strict boundaries

Why this matters: Whitelisting reduces the blast radius from the entire supported ecosystem to a single chain. This enables "blast radius containment," where a compromised agent or erroneous instruction can only affect assets on the permitted network. Furthermore, this constraint allows for more granular monitoring and alerting, as any transaction attempt outside the whitelist generates a deterministic POLICY_DENIED error, providing immediate visibility into potential attacks or misconfigurations.

Core Solution

Securing an AI agent requires implementing network isolation as a foundational step. WAIaaS enforces the ALLOWED_NETWORKS policy through a 7-stage transaction pipeline. The policy is evaluated at Stage 3, prior to any blockchain interaction. If a transaction targets a network not present in the whitelist, the pipeline terminates immediately, and the agent receives a structured error response.

Implementation Strategy

The most robust approach is to integrate policy management into your agent provisioning workflow. Rather than manually applying policies via CLI, use a TypeScript-based configuration to ensure reproducibility and version control.

TypeScript Policy Configuration

This example demonstrates how to programmatically apply network restrictions using the WAIaaS SDK. This method allows you to define policies as code, facilitating CI/CD integration and auditability.

import { WaiaasClient, PolicyTyp

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