Story · AWS ML Blog
How Benchling secured multi-tenant AI agents with Amazon Bedrock AgentCore (AWS ML Blog)
blog post · Story page
Benchling runs untrusted, agent-generated scientific code for thousands of life sciences tenants on Bedrock AgentCore Code Interpreter in VPC mode. Route 53 Resolver DNS Firewall and VPC endpoint policies layer up to block exfiltration, with DNS named explicitly as one of the closed paths.
In plain words
- Benchling built protections for running scientific code written by artificial intelligence across thousands of life sciences organizations.
- The code runs inside a private network with rules controlling which outside services it can reach.
- The protections cover website address lookups, which can be misused to send information out.
- These safeguards help protect scientific customers' data while they run computer-written code.
Appeared in
- Approve one operation, run another: the binding failure in shipped agent products
Sep 22, 2026 · in the sections
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