Who should use everyharness?

everyharness is an open-source project built for developers and ML practitioners.

Is everyharness free?

Yes — everyharness is open source under the Apache-2.0 license and free to use.

What platforms does everyharness run on?

everyharness runs on the command line, Linux, macOS, and Windows. It can also be self-hosted.

Is everyharness still active?

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

What projects are similar to everyharness?

Similar projects tracked by PulseGate include oneharness-cli, harness-baby, and Harness CLI.

Who makes everyharness?

everyharness is developed by kavin0x.

When did everyharness launch?

everyharness first shipped in 2026.

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everyharness

Name: everyharness
Author: kavin0x

PyPIInfrastructure

everyharness is an offline-first command-line and terminal user interface for running locally available machine-learning models through pluggable harnesses. It is intended for developers and ML practitioners who need a flexible local model runner.

Open SourceApache-2.0CLILinuxmacOSWindowsSelf-hosted

Visit PyPI

Overview

6 features

everyharness sits in PulseGate's CLI tools & terminal category. It focuses on running dropped-in machine-learning models locally without relying on hosted services or a fixed runtime. It is built as an open-source project for developers and ML practitioners. The project is open source (Apache-2.0). It runs on the command line, Linux, macOS, and Windows, and it can be self-hosted.

kavin0x builds and maintains everyharness, and it first shipped in 2026. The project is developed in the open on GitHub with 5 commits in the last 90 days. Among its 6 catalogued features are offline execution, CLI interface, and TUI interface.

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

Offline execution
CLI interface
TUI interface
Pluggable harnesses
Model loading
Plugin support

Built with & integrations

Framework

FastAPI

AI providers

local_oss

Connectors

github

Runs on

CLILinuxmacOSWindowsSelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed8 Aug · 04:29 UTC
everyharness verified against its public source
Source: PulseGate · Open

Frequently asked questions about everyharness

What is everyharness?: Everyharness focuses on running dropped-in machine-learning models locally without relying on hosted services or a fixed runtime. It is catalogued under CLI tools & terminal on PulseGate.
Who should use everyharness?: everyharness is an open-source project built for developers and ML practitioners.
Is everyharness free?: Yes — everyharness is open source under the Apache-2.0 license and free to use.
What platforms does everyharness run on?: everyharness runs on the command line, Linux, macOS, and Windows. It can also be self-hosted.
Is everyharness still active?: The GitHub repository shows 5 commits in the last 90 days.
What projects are similar to everyharness?: Similar projects tracked by PulseGate include oneharness-cli, harness-baby, and Harness CLI.oneharness-cli harness-baby Harness CLI
Who makes everyharness?: everyharness is developed by kavin0x.
When did everyharness launch?: everyharness first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 8 Aug 2026
Built for: developers and ML practitioners
Model: Open source
Solves: Running dropped-in machine-learning models locally without relying on hosted services or a fixed runtime.

Registered as

GitHub: kavin0x/everyharness
PyPI: everyharness

Developer

kavin0x

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 8 Aug 2026
Commits 90d: 5
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.1.0 · 8 Aug 2026

Index record

Identity confidence: Low · 64
Indexed: 8 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 8 Aug 2026

Identity audit (13)

Slug: everyharness-pypi-org
Lifecycle state recorded: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 8 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: 8 Aug 2026
Canonical URL: https://pypi.org/project/everyharness

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