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uclanlp / OpenVLHarness

Official Code for OpenVLHarness: Real-World Visual Agentic Tool‑Use with Multimodal Memory

Why this job: topics: coding-agent, agent-harness, harness-engineering

Average score over 22 benchmarks for six backbones with and without OpenVLHarness, and GPT-6 Luna performance versus cost across five reasoning efforts

What it does

  • Consistent gains. Across 22 benchmarks in four domains, seven backbones
  • Cost efficiency. With GPT-6 Luna, OpenVLHarness at low reasoning effort
  • Flexible capabilities. Customizable capabilities and backend models based on
  • Multimodal memory. Images, boxes, masks, depth maps and web references stay
  • Any model. Gains validated on eight backbones across five open-weight and

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 11 days ago
Stars
431
+75 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
100% of the code

Is it looked after?

Contributors
2
Last 90 days
Issues
0% closed
2 still open
Pull requests
2 merged
0 waiting
Releases
None
Never published
More: languages, topics and project record

Languages

  • Python 100%
  • Shell <1%

Topics

  • agent-harness
  • agentic-ai
  • ai-agents
  • coding-agent
  • deep-research
  • grounded-reasoning
  • harness-engineering
  • harness-optimization
  • llm
  • llm-agents
  • mllm
  • multimodal

Project record

  • JobCoding agents
  • StatusNew to our list
  • Commits824
  • Forks24
  • Watching5
  • CreatedOct 15, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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