Container UsevsDeepCode
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Container Use
Dagger · Agent harness
OSSMCP
Panel
7.00 spec wins
- Reliability
- 6.7
- Usefulness
- 7.2
- Cost
- 8.0
- Longevity
- 6.3
“Eighteen agent integrations are documented, which is eighteen programs that were otherwise going to run commands on your laptop.”
DeepCode
HKUDS · Agent harness
OSSMCP
Panel
6.83 spec wins
- Reliability
- 7.0
- Usefulness
- 5.8
- Cost
- 9.3
- Longevity
- 5.0
“Open source and free, this agent harness runs locally as a CLI, desktop app, or headless for CI.”
Spec by spec
| Spec | Container Use | DeepCode |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | sandbox | local |
| Platforms | macos, linux | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | Yes | Yes |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | Yes | Yes |
| Browser control | No | No |
| Sandboxed execution | YesEach environment is a container built through Dagger, requiring Docker and git on the host. | Yes |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | No | Yes |
| Models | ||
| Backbone | any (agent and model agnostic) | |
| Bring your own model | Yes | Yes |
| Local models | No | No |
| Cost | ||
| Pricing model | free | free |
| Starts at | $0/mo | n/a |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | Apache-2.0 | MIT |
| GitHub stars | 4,054 | 16,665 |
Which one would each critic pick
| Critic | Container Use | DeepCode | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.3 | 6.8 | Container Use — Pick it if you want three agents working at once without any of them touching your checkout; pick Sculptor if you would rather see that isolation in a window. |
| El Crítico | 6.3 | 7.0 | DeepCode — DeepCode claims to be an agentic coding platform but lacks a browser, limiting its ability to research solutions outside the local environment. |
| El Profesor | 7.8 | 6.3 | Container Use — Every action an agent takes is recorded into git, so verification is a diff and a log rather than a transcript, and accept is deliberately two different verbs. |
| La Inversora | 6.5 | 6.8 | DeepCode — This is a well-engineered open-source harness from a university lab, not a company; use it for research, but don't bet your production workflow on it. |
| La Jefa | 6.3 | 5.5 | Container Use — Nothing to license for sixty, but a container engine on every developer machine is a fleet decision, and there is no headless mode to put this in a pipeline. |
| El Hacker | 8.3 | 8.5 | DeepCode — DeepCode is a proper, MIT-licensed agent harness I can host myself, with MCP support and a headless mode for CI. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.