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CollectedAI 编程工具

OpenDevin open-source AI tool review

Open-source software engineering agent project for autonomous coding workflows.

Last updated Jul 5, 2026
Collectednot tested

Verdict first

Collected only. Do not treat this as a hands-on recommendation yet.

Best for

  • coding agent research
  • developer comparison tests

Not for

  • production repo automation without supervision

GitHub stars

Pending sync

Docker

Yes

Local deploy

Yes

API key

Required

Rating breakdown

Do not read the total score without the deployment notes.

待测

untested

Usability

3.0 / 5

Basic usability still needs hands-on verification.

Deployment

3.0 / 5

Deployment path is collected from public docs and needs testing.

Completeness

3.0 / 5

Feature scope looks useful, but real workflow coverage is unverified.

Stability

3.0 / 5

Runtime stability has not been measured in our environment.

Maintenance

3.0 / 5

Maintenance activity should be checked against the GitHub repo.

Docs

3.0 / 5

Documentation needs a deployment walkthrough review.

Commercial fit

3.0 / 5

License and extension fit need project-specific review.

GitHub project info

LicenseMIT
LanguagePython
StackPython, Docker, LLM APIs
ModelsOpenAI-compatible, Claude
DeployDocker
Difficultyhard

What problem does it solve?

OpenDevin is tracked as an open-source AI tool candidate from GitHub. This profile focuses on deployment path, model support, configuration risk, and whether it deserves a full hands-on review.

Pros

  • Important open coding-agent direction
  • Docker-oriented setup
  • Good alternative cluster candidate

Limits

  • Autonomous coding can be risky
  • Needs controlled test repos
  • May change rapidly

Why we recommend it

  • Open-source repository is available for inspection.
  • Deployment path appears possible from public docs.
  • The tool fits a clear AI workflow category.

Why it may not fit

  • GitHub metrics have not been synchronized yet.
  • ToolSift has not completed a full deployment log unless marked reviewed.
  • Production fit still depends on your model provider, secrets, and data policy.

Deployment notes

git clone https://github.com/OpenDevin/OpenDevin.gitRead README and copy the example environment fileStart with Docker if the project provides compose files

This deployment section is based on public project documentation. ToolSift has not completed a full hands-on test for this profile yet.

Common errors

Missing API key or model endpoint

Most open-source AI tools still need model provider credentials.

Check the example env file and configure only the providers you actually use.

FAQ

Has ToolSift fully tested OpenDevin?

Not yet. This profile is collected or in testing and is not a full review.

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