AI Agent Infrastructure and Runtime Environments
How Deliberative and Reactive Agents Differ at Runtime
Reactive agents act instantly; deliberative agents plan first.
Infrastructure Review Stack Editors8 min read
Infrastructure Review Stack — Page 2
Choosing a Sandbox for AI Agents
Ephemeral vs Persistent Sandboxes for Multi-Step Agent Pipelines
Pick the right sandbox lifecycle for each pipeline stage, not the entire agent workflow.
Infrastructure Review Stack Editors
· 9 min read
Changelog
Features
What Data Residency Requirements Mean for Agent Compute Placement
Agents move regulated data through prompts, logs, and delegation—not just storage.
Infrastructure Review Stack Editors9 min read
Features
Read-Only Mounts and Tmpfs Volumes for Sandbox Filesystem Hardening
Read-only mounts and tmpfs volumes prevent agents from persisting malicious code changes.
Infrastructure Review Stack Editors8 min read
Features
How Agents Persist State Across Sandbox Restarts
Techniques to preserve agent state across sandbox evictions and restarts.
Infrastructure Review Stack Editors10 min read
Features
When to Use Kubernetes for AI Workloads vs a Purpose-Built Agent Runtime
Kubernetes excels at distributed model serving but struggles with stateful agent workloads.
Infrastructure Review Stack Editors10 min read
GPU Sandboxes and Agent Eval Environments
Parallel Agent Evaluation at Scale With Ray and SLURM
Distributed agent evaluation requires dynamic scheduling, not fixed batch allocation.
Infrastructure Review Stack Editors11 min read
Elastic Infrastructure
Horizontal Scaling Strategies for Agent Workload Bursts
Distributed agents need sub-minute scaling, session awareness, and careful memory management.
Infrastructure Review Stack Editors10 min read
GPU Sandboxes and Agent Eval Environments
Containerizing GPU Workloads With NVIDIA Container Toolkit
The toolkit bridges NVIDIA drivers on the host with CUDA libraries containerized inside.
Infrastructure Review Stack Editors10 min read
Secure Isolation Primitives
Memory Checkpointing and Restore for Sandboxed Workloads
A new approach captures only filesystem and process changes between agent steps.
Infrastructure Review Stack Editors10 min read
Secure Isolation Primitives
Cgroups V2 Resource Limits for Sandboxed Processes
Cgroups v2's unified hierarchy makes resource limits on sandboxed processes actually enforceable.
Infrastructure Review Stack Editors10 min read
Secure Isolation Primitives
Seccomp-BPF Syscall Filtering for Sandboxed Processes
Kernel-enforced syscall filtering prevents processes from accessing system calls they don't need.
Infrastructure Review Stack Editors10 min read
