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CubePlex Blog

Product, engineering, and governance notes from CubePlex.

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Agent Architecture · 11 min read

Command Timeouts and Faked Completion: Long-Running Task Governance in Decoupled Agents

Moving from single-node agents to decoupled control plane and sandbox architectures exposes long commands to reverse proxy timeouts, hallucinated task completion, and misdirected stop signals. CubePlex and CubeLoop introduce 60-second execution demotion, host-validated Todo contracts, committed log cursors, and generation fences to govern long-running background tasks in production.

Every Agent · 10 min read

Every Agent: Enterprise Agents Shift from Personal Replicas to Shared Teammates

Every (Every.to), a tech publication focused on AI workflows, initially deployed isolated cloud agents for every employee before switching to a single shared agent for the entire company. This shift highlights an architectural reality: enterprise agents belong in team workspaces rather than per-user silos, sharing durable capabilities while strictly isolating sessions, credentials, and execution environments.

Manus · 7 min read

Manus 2.0 Cloud Computer: Agents Need Persistent Work Environments

Manus uses temporary remote Sandboxes for individual tasks. Cloud Computer preserves files, installed tools, and running processes across sessions. CubePlex retains working files in persistent storage, with separate environments for personal and team work.

CubePlex · 6 min read

CubePlex Is Now Open Source

CubePlex is an enterprise agent platform for team workspaces, with managed agents, governed access, isolated sandboxes, and Docker Compose and Kubernetes deployment assets.