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Harneloop

kaelux.devInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 22 Jul 2026. How this is checked

Harneloop is a Python framework (available on PyPI) for constructing self-evolving AI agent systems. It emphasizes artifact tracking and evaluation to enable agents that improve over time through structured feedback. Designed for developers building advanced autonomous AI agents, it provides the scaffolding and evaluation primitives needed to create, monitor, and iteratively enhance agent behaviors.

Inferred · not functionally tested

Open SourceApache-2.0WebCLISelf-hosted
Harneloop preview
Visit kaelux.dev
2stars
4features
2026since

Overview

4 features

Purpose: Building and evaluating self-improving AI agent systems that evolve through artifact tracking and feedback loops.

Inferred · not functionally tested

Audience: AI developers and researchers

Inferred · not functionally tested

Functions: agents, analytics

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI, WEB · deployment: browser, cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: harneloop.kaelux.dev · github.com. These links do not verify the individual claims.

In the Frameworks & runtimes space, Harneloop takes a focused approach. Inferred · not functionally tested: It focuses on building and evaluating self-improving AI agent systems that evolve through artifact tracking and feedback loops. Inferred · not functionally tested: Harneloop is an open-source project aimed at AI developers and researchers. Basis unknown · not verified: Harneloop is open source under the Apache-2.0 license. Basis unknown · not verified: Harneloop is available on the web and the command line, and it can be self-hosted.

It is developed by Ker102, and it first shipped in 2026. The project is developed in the open on GitHub with 39 commits in the last 90 days. Inferred · not functionally tested: Among its 4 catalogued features are Artifact Tracking, Self-Evolution Loops, and Agent Evaluation.

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

Tasks: Inferred · not functionally tested

  • Artifact Tracking
  • Self-Evolution Loops
  • Agent Evaluation
  • LLM Integration

Topics: Inferred · not functionally tested

Tags
ai-agent-harnessself-evolving-agentsartifact-evaluationllm-frameworkagent-evolution
AI capabilities
TextStructured
Inference: Hybrid

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
BrowserCLISelf-hosted

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceGitHub · ★ 2Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Jul · 00:37 UTC
    harneloop seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about Harneloop

What is Harneloop?
Inferred · not functionally tested: Harneloop focuses on building and evaluating self-improving AI agent systems that evolve through artifact tracking and feedback loops. It is catalogued under Frameworks & runtimes on PulseGate.
Who is Harneloop for?
Inferred · not functionally tested: Harneloop is an open-source project built for AI developers and researchers.
Does Harneloop have a free plan?
Basis unknown · not verified: Yes — Harneloop is open source under the Apache-2.0 license and free to use.
What platforms does Harneloop run on?
Basis unknown · not verified: Harneloop runs on the web and the command line. It can also be self-hosted.
Is Harneloop still active?
PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 39 commits in the last 90 days.
What projects are similar to Harneloop?
Similar projects tracked by PulseGate include harnify, harnix, and hiclaw-harness-worker.harnifyharnixhiclaw-harness-worker
Who makes Harneloop?
Harneloop is developed by Ker102.
When did Harneloop launch?
Harneloop first shipped in 2026.

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