No signal event on file yet — status is unknown, not "quiet".
- first observed Kanon started keeping permanent history for this agent
| Machine-callable | — | unknown | — |
| Open source | 1 | verified | 1 quote(s) |
| Self-hostable | 1 | inferred | 1 quote(s) |
| Bring your own key | 1 | inferred | 1 quote(s) |
| Autonomy level | 2 | inferred | 2 quote(s) |
| Pricing model | — | unknown | — |
| Integrations | daytona,modal,langsmith,blaxel,novita | inferred | 1 quote(s) |
“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
It fills a critical gap in AI agent engineering by establishing a standardized evaluation layer for reliable, repeatable systems.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“harbor run --dataset [email protected] --agent claude-code”— readme
“export ANTHROPIC_API_KEY=<YOUR-KEY>”— readme
“harbor run --dataset [email protected]”— readme
“harbor run --agent claude-code --model”— readme
“providers like Daytona, Modal, LangSmith, Blaxel, and Novita Sandbox”— readme
FAQ
What is harbor?
Harbor is a framework that enables developers to evaluate and improve AI agents using standardized benchmarks for task completion, robustness, and reproducibility.
What does harbor do?
Provide a unified standard to test an AI agent’s ability to complete tasks, maintain robustness, and ensure reproducibility during development.
Why does harbor matter?
It fills a critical gap in AI agent engineering by establishing a standardized evaluation layer for reliable, repeatable systems.
Is harbor open source?
Yes — harbor is open source.
Can I self-host harbor?
Yes — harbor can be self-hosted.
What does harbor integrate with?
daytona,modal,langsmith,blaxel,novita
How popular is harbor?
As tracked by KanonAgent: 1.0k upvotes (first indexed 2026-07-30).
What are the best harbor alternatives?
Similar AI agents tracked by KanonAgent: Stealth Venture, open-design, deer-flow, ruflo, career-ops, cherry-studio.