A sandbox is not a boundary. It is a residency permit: it tells a process where it lives and what it may touch locally, and says nothing at all about where the capabilities you handed it can be pointed. That

A sandbox is not a boundary. It is a residency permit: it tells a process where it lives and what it may touch locally, and says nothing at all about where the capabilities you handed it can be pointed. That
An agent's trace is the copy of record, and its rotation policy decides how far back a crash can be reconstructed. The arithmetic behind the recovery horizon, which rotation modes silently drop records, and how to size the policy from
Your agent's memory metric is answering a question you did not ask. You wired up a log line for heap used, you watched it stay flat for six weeks, and the host still ran out of memory. The line was
A timed-out tool call ends your wait, not the remote work. Why an unbounded await freezes an entire agent loop, how retries multiply orphaned work, and the one signal — the ceiling rate — that makes hangs visible.
Retries are what keep an automated workflow alive across a flaky network, and the same retries are what make it charge a card twice, because at-least-once delivery is the only guarantee any messaging system actually gives you. This is not
OpenClaw on a laptop stops when you close the lid. Deployed on a SurferCloud instance it runs around the clock, reachable over the public internet and isolated from your own machine. Here is what changes, plus the current promotional pricing
Learn how teams run AI agents and automation 24/7 in 2025. Discover why always-on cloud servers outperform local machines and serverless platforms for long-running workloads.