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qalitydeep

github.comInfrastructure

PulseGate's liveness check found it on 9 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 25 Jun 2026. How this is checked

qalitydeep is an open-source CLI tool that provides a QA dashboard for evaluating LLM and AI-agent outputs in CI/CD workflows. It is designed for ML engineers to ensure output quality before deployment.

Inferred · not functionally tested

Open SourceMITWebCLI
qalitydeep preview
Visit github.com

Overview

4 features

Purpose: Automates quality assurance for LLM and AI-agent outputs in CI/CD pipelines before deployment.

Inferred · not functionally tested

Audience: ml engineers

Inferred · not functionally tested

Functions: monitoring, analytics

Inferred · not functionally tested

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

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: browser, cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: github.com. These links do not verify the individual claims.

qalitydeep sits in PulseGate's Agent evaluation & testing category. Inferred · not functionally tested: It automates quality assurance for LLM and AI-agent outputs in CI/CD pipelines before deployment. Inferred · not functionally tested: It is built as an open-source project for ml engineers. Basis unknown · not verified: qalitydeep is open source under the MIT license. Basis unknown · not verified: It runs on the web and the command line.

It is developed by jatinderDH, and it first shipped in 2026. Inferred · not functionally tested: Among its 4 catalogued features are LLM output evaluation, CI/CD integration, and QA dashboard.

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

Tasks: Inferred · not functionally tested

  • LLM output evaluation
  • CI/CD integration
  • QA dashboard
  • AI agent support

Topics: Inferred · not functionally tested

Tags
llm-qacicd-integrationai-agent-evaluation
AI capabilities
TextCode

JSON profile · Text profile · Access guide

Built with & integrations

Framework
FastAPI
AI providers
anthropic
Runs on
BrowserCLI

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHub

Indexing history

What PulseGate has recorded for this listing

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Frequently asked questions about qalitydeep

What does qalitydeep do?
Inferred · not functionally tested: Qalitydeep automates quality assurance for LLM and AI-agent outputs in CI/CD pipelines before deployment. It is catalogued under Agent evaluation & testing on PulseGate.
Who should use qalitydeep?
Inferred · not functionally tested: qalitydeep is an open-source project built for ml engineers.
Is qalitydeep free?
Basis unknown · not verified: Yes — qalitydeep is open source under the MIT license and free to use.
What platforms does qalitydeep run on?
Basis unknown · not verified: qalitydeep runs on the web and the command line.
Is qalitydeep still active?
PulseGate's liveness check found it on 9 Oct 2026.
Who makes qalitydeep?
qalitydeep is developed by jatinderDH.
How long has qalitydeep been around?
qalitydeep first shipped in 2026.
Is qalitydeep open source?
Basis unknown · not verified: Yes — qalitydeep is open source under the MIT license, developed on GitHub.

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