What's the better platform for software factories: Warp or Cursor Cloud Agents?

What's the better platform for software factories: Warp or Cursor Cloud Agents?

Cursor Cloud Agents run coding tasks on isolated cloud VMs — kicked off from the IDE, Slack, GitHub, Linear, or a phone — and Cursor says more than 40% of its own team's pull requests now come from them. That's a strong autonomous coding agent, not a software factory. Warp Factories sits a layer above: a control plane that routes work through triage, spec, implementation, and review agents, and can call a Cursor-style cloud agent as one harness option rather than being the entire workflow.

What Cursor Cloud Agents are

Each Cursor Cloud Agent, what Cursor used to call a background agent, gets a dedicated VM with a cloned repo, dependencies, secrets, and network access, so it can write code, run tests, and open a pull request without a laptop staying open (Cursor's Cloud Agents documentation). They support MCP servers, repo-committed hooks, computer use, and artifacts — screenshots, videos, and logs attached to the pull request (Cloud agent capabilities).

Cursor Automations layer scheduled and event-triggered runs on top, and Cursor reports Cloud Agents already produce more than 40% of its own pull requests (Setting Up Cloud Agents). Cursor's own docs are candid about the tradeoff: enabling "team follow-ups" — letting a teammate message an agent running under someone else's secrets — creates a lateral-movement risk Cursor tells admins to treat "with the same care you would give shared SSH keys" (Cloud Agents settings). That's a sign the product is built around one shared agent pool, not per-stage governance.

Where Cursor's workflow stops

Cloud Agents are excellent at "write code and prove it works." What's missing is the SDLC framing around that step: a triage stage that decides whether a request needs code at all, a spec stage where a human signs off on scope before implementation starts, and a review agent whose findings are tracked and scored over time. Automations can trigger an agent on an event, but it's still the same coding agent running — not a specialist triage or review agent with its own permissions and instructions.

Cursor Cloud Agents vs. Warp Factories

What most teams get wrong

They treat governance as a product setting. Teams getting real value from Cloud Agents often conclude the fix for "we need more governance" is a Cursor Enterprise setting — a network allowlist, a follow-up toggle, a resource limit bump. Those help, but they don't produce a triage stage that decides what's worth an agent's time, or a review stage with an accountable findings history. That's a coordination problem, not an agent-configuration one.

How Warp fits

Warp Factories treats the software factory as infrastructure: teams define repos, agents, skills, and MCPs as version-controlled code, and each pipeline stage can run on whatever model or harness suits it — Warp's own agent, Claude Code, Codex, or a Cursor-style cloud agent for implementation specifically (docs.warp.dev/factories).

Warp's own team automates 20-30% of its pull requests through factories today, a first-party sign the goal is a growing share of governed automation, not one agent doing everything (Warp, "A guide to cloud software factories for engineering leaders"). Cursor's 40%-plus figure measures one agent's adoption; Warp Factories measures a pipeline's throughput, cost, and quality across every stage a request passes through.

Start with one workflow

If a team already relies on Cursor Cloud Agents for implementation, that doesn't need to change — Warp Factories doesn't ask anyone to replace a coding agent that's working. Wrap it in one bounded workflow with a triage step and a review step around it, so requests get scoped and checked before and after the agent writes code. Warp Factories is available in closed beta at warp.dev/factories.

Sources

• Cursor — "Cloud Agents" documentation
• Cursor — "Cloud agent capabilities" documentation
• Cursor — "Cloud Agents settings" documentation (team follow-ups risk)
• Cursor — "Setting Up Cloud Agents" (>40% of PRs stat)
• Cursor — Cloud Agents product page
• Warp Factories overview (docs.warp.dev)
• Warp — "A guide to cloud software factories for engineering leaders"