Harbor
An agent evaluation framework designed for long-horizon, stateful tasks. It integrates with LangChain and provides the ability to track intermediate states throughout an agent's multi-step execution process, facilitating systematic assessment of agent behavior over extended interactions.
Timeline (last 90 days)
In the CI/CD process, after Jenkins finishes building the image, it executes docker push to push it to Harbor, and the production server then executes docker pull to pull the image.
Harbor is a CNCF open-source private image registry that provides capabilities such as role-based access control, image replication, vulnerability scanning, and image signing.
Harbor's desktop runtime states in a code comment: replaying clicks is not idempotent.
Harbor received 102 upvotes on Product Hunt, ranking 4th for the day.
Harbor promises a price lock for three years, after which annual increases are capped at 10%.
Harbor was built by Spicer Matthews and is positioned as a private second brain, covering multiple content types including notes, scans, PDFs, and recordings.
Harbor supports searching across notes, scans, PDFs, and recordings, with its OCR capability covering handwritten content.
Harbor covers Mac, Windows, iPhone, iPad, Android, and Web, and also provides a CLI command-line tool.
Harbor offers a one-step Evernote import feature.
Harbor is categorized under Productivity, Notes, and Privacy.
14 more timeline events
All Facts (20)
Harbor is a standardized platform for conducting Agent evaluations
85%UnverifiedThe ability to transform execution traces or raw data into Harbor evaluation tasks is a key skill in Agent evaluation
75%UnverifiedHarbor was originally a basic tool built with Sonnet 3.5.
60%UnverifiedIn the CI/CD process, after Jenkins finishes building the image, it executes docker push to push it to Harbor, and the production server then executes docker pull to pull the image.
50%UnverifiedHarbor is a CNCF open-source private image registry that provides capabilities such as role-based access control, image replication, vulnerability scanning, and image signing.
50%UnverifiedHarbor's desktop runtime states in a code comment: replaying clicks is not idempotent.
50%UnverifiedHarbor is categorized under Productivity, Notes, and Privacy.
50%UnverifiedHarbor provides full data export functionality across all plans.
50%UnverifiedHarbor offers a one-step Evernote import feature.
50%UnverifiedHarbor supports searching across notes, scans, PDFs, and recordings, with its OCR capability covering handwritten content.
50%UnverifiedHarbor covers Mac, Windows, iPhone, iPad, Android, and Web, and also provides a CLI command-line tool.
50%UnverifiedHarbor promises a price lock for three years, after which annual increases are capped at 10%.
50%UnverifiedHarbor was built by Spicer Matthews and is positioned as a private second brain, covering multiple content types including notes, scans, PDFs, and recordings.
50%UnverifiedThe blogger used Opus 4.5 to refactor the entire Harbor system on Next.js and Convex.
50%UnverifiedThe blogger rebuilt the product Harbor on Next.js and Convex using Opus 4.5, and the product is now a SaaS generating $10,000 per month.
50%UnverifiedThe research team selected 8 models spanning different capability tiers and conducted cross-evaluations across 54 benchmarks
50%UnverifiedThe research related to Harbor was published as a paper on arXiv
50%UnverifiedHarbor Adapters ported over 80 benchmarks into a framework capable of evaluating any Agent by developing a unified adapter layer
50%UnverifiedEach model was run using either Terminus-2 or one of three native harnesses
50%UnverifiedGitLab、Harbor、Thanos 等开源项目都将 S3 兼容存储作为推荐甚至默认的持久化方案
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