Sandbox Performance and Lifecycle
Sandbox Warm Pool Sizing for Bursty Agent Workloads
Cold-start costs and idle compute now force teams to size pools deliberately instead of guessing.
Rafael Larsen
Editor at Large · · 13 min read
Sandbox Review
Sandbox Performance and Lifecycle
Sandbox Snapshot and Resume for Long-Running Agents
Freezing and resuming sandbox state cuts long-running agent failures in half.
Cora Sørensen14 min read
Sandbox Performance and Lifecycle
container-isolated sandbox runtimes for AI agent workloads
Untrusted AI code requires kernel isolation that standard containers can't provide.
Selin Voss12 min read
Sandbox Performance and Lifecycle
Copy-on-Write Forking for Pre-Warmed Sandbox State
AI agents need sandboxes that boot in milliseconds, not seconds.
Camille Yamada14 min read
Sandbox Performance and Lifecycle
cold start latency benchmarks across AI agent sandbox platforms
Faster starts don't guarantee better isolation—the tradeoff matters more than the benchmark.
Talia Reyes13 min read
Sandbox Isolation Primitives
Side-Channel Attack Risks in Shared Sandbox Infrastructure
Malicious tenants can steal secrets from sandbox neighbors by exploiting shared hardware.
Ruth Delgado14 min read
Sandbox Isolation Primitives
cgroups v2 Resource Limits in AI Sandbox Environments
Agents breach cgroup v2's resource limits in ways traditional workloads never do.
Ruth Ibrahim11 min read
Sandbox Isolation Primitives
Capabilities Dropping and Privilege Reduction in Sandbox Containers
Dropping Linux capabilities shrinks the attack surface attackers can exploit.
Leila Ibrahim12 min read
Sandbox Isolation Primitives
Microvm Isolation with Firecracker for AI Workloads
Hardware isolation replaces software policy for untrusted AI-generated code.
Idris Delgado16 min read
Sandbox Isolation Primitives
Podman Rootless Containers for Sandboxed AI Code Execution
AI agents executing untrusted code need isolation beyond what traditional container runtimes offer.
Rohan Zola13 min read
Sandbox Isolation Primitives
Filesystem Isolation Strategies in Code Execution Sandboxes
Layering filesystem controls stops AI-generated code from reaching files it shouldn't.
Hassan Costa13 min read
Sandbox Isolation Primitives
Kubernetes Container Scanning Tools for AI Pipeline Images
AI pipeline images need layered scanning beyond standard container tools.
Idris Ashworth15 min read
