Who should use harbor-dsh-evolution?

harbor-dsh-evolution is an open-source project built for AI developers and agent-evaluation engineers.

What platforms does harbor-dsh-evolution run on?

harbor-dsh-evolution runs on the command line. It can also be self-hosted.

Is harbor-dsh-evolution still maintained?

The GitHub repository shows 5 commits in the last 90 days.

What projects are similar to harbor-dsh-evolution?

Similar projects tracked by PulseGate include Dsh, dsh index, and FindHarness.

Who develops harbor-dsh-evolution?

harbor-dsh-evolution is developed by istarwyh.

When did harbor-dsh-evolution launch?

harbor-dsh-evolution first shipped in 2026.

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harbor-dsh-evolution

Name: harbor-dsh-evolution
Author: istarwyh

PyPIInfrastructure

harbor-dsh-evolution is an open-source Python package for tracking candidate identities, evaluation summaries, and promotion gates for DeepSeek Harness agents evaluated with Harbor. It supports agent evaluation and evolution workflows for developers.

Open SourceMITCLISelf-hosted

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1star

4features

2026since

Overview

4 features

harbor-dsh-evolution sits in PulseGate's LLM eval & observability category. It focuses on managing evaluation results and promotion decisions for evolving DeepSeek Harness agents. It is built as an open-source project for AI developers and agent-evaluation engineers. harbor-dsh-evolution is open source under the MIT license. harbor-dsh-evolution is available on the command line, and it can be self-hosted.

istarwyh builds and maintains harbor-dsh-evolution, and it first shipped in 2026. Development happens publicly on GitHub with 5 commits in the last 90 days. Key capabilities include candidate identity, evaluation summaries, and promotion gates.

Summary written by a language model from the project’s public pages.

Candidate identity
Evaluation summaries
Promotion gates
Agent evolution

Built with & integrations

Runs on

CLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 1Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed17 Aug · 13:02 UTC
harbor-dsh-evolution verified against its public source
Source: PulseGate · Open

Frequently asked questions about harbor-dsh-evolution

What does harbor-dsh-evolution do?: Harbor-dsh-evolution focuses on managing evaluation results and promotion decisions for evolving DeepSeek Harness agents. It is catalogued under LLM eval & observability on PulseGate.
Who should use harbor-dsh-evolution?: harbor-dsh-evolution is an open-source project built for AI developers and agent-evaluation engineers.
Is harbor-dsh-evolution free?: Yes — harbor-dsh-evolution is open source under the MIT license and free to use.
What platforms does harbor-dsh-evolution run on?: harbor-dsh-evolution runs on the command line. It can also be self-hosted.
Is harbor-dsh-evolution still maintained?: The GitHub repository shows 5 commits in the last 90 days.
What projects are similar to harbor-dsh-evolution?: Similar projects tracked by PulseGate include Dsh, dsh index, and FindHarness.Dsh dsh index FindHarness
Who develops harbor-dsh-evolution?: harbor-dsh-evolution is developed by istarwyh.
When did harbor-dsh-evolution launch?: harbor-dsh-evolution first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 1
License: MIT
First seen: 17 Aug 2026
Built for: AI developers and agent-evaluation engineers
Model: Open source
Solves: Managing evaluation results and promotion decisions for evolving DeepSeek Harness agents.

Registered as

GitHub: istarwyh/harbor-self-evolving
PyPI: harbor-dsh-evolution

Developer

istarwyh

Solo developer

GitHub

Open source

View on GitHub

Stars: 1
Forks: 0
Open issues: 0
Last commit: 17 Aug 2026
Commits 90d: 5
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.1.0 · 17 Aug 2026

Index record

Identity confidence: Low · 64
Indexed: 17 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 17 Aug 2026

Identity audit (13)

Slug: harbor-dsh-evolution-pypi-org
Lifecycle state recorded: 17 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 17 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 17 Aug 2026
Canonical URL: https://pypi.org/project/harbor-dsh-evolution

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