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drift-watchdog

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 17 Jun 2026. How this is checked

Lightweight ML model drift detection — CLI, Prometheus metrics, and alerts

Inferred · not functionally tested

Open SourceMITWebCLI
drift-watchdog preview
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1star
5features
2026since

Overview

5 features

Purpose: Detecting and monitoring machine learning model drift in production environments.

Inferred · not functionally tested

Audience: mlops engineers

Inferred · not functionally tested

Functions: monitoring, analytics

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · 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.

drift-watchdog sits in PulseGate's Agent monitoring & governance category. Inferred · not functionally tested: It focuses on detecting and monitoring machine learning model drift in production environments. Inferred · not functionally tested: It is built as an open-source project for mlops engineers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It ships for the web and the command line.

NotHarshhaa builds and maintains drift-watchdog, and it first shipped in 2026. Development happens publicly on GitHub with 8 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include drift detection, prometheus metrics, and alerting. Inferred · not functionally tested: Catalogued interfaces include a public API.

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

Tasks: Inferred · not functionally tested

  • Drift detection
  • Prometheus metrics
  • Alerting
  • CLI interface
  • Lightweight monitoring

Topics: Inferred · not functionally tested

Tags
model-driftmlops-monitoringprometheus-integration
AI capabilities
Structured
Weights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
API
Runs on
BrowserCLI

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHub · ★ 1Active maintenance

Indexing history

What PulseGate has recorded for this listing

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Frequently asked questions about drift-watchdog

What is drift-watchdog?
Inferred · not functionally tested: Drift-watchdog focuses on detecting and monitoring machine learning model drift in production environments. It is catalogued under Agent monitoring & governance on PulseGate.
Who should use drift-watchdog?
Inferred · not functionally tested: drift-watchdog is an open-source project built for mlops engineers.
Is drift-watchdog free?
Basis unknown · not verified: Yes — drift-watchdog is open source under the MIT license and free to use.
What platforms does drift-watchdog run on?
Basis unknown · not verified: drift-watchdog runs on the web and the command line.
Is drift-watchdog still maintained?
PulseGate's liveness check found it on 9 Oct 2026. Its GitHub repository shows 8 commits in the last 90 days.
What projects are similar to drift-watchdog?
Similar projects tracked by PulseGate include drift-check, drift-analyzer, and tfdrift.drift-checkdrift-analyzertfdrift
Who develops drift-watchdog?
drift-watchdog is developed by NotHarshhaa.
When did drift-watchdog launch?
drift-watchdog first shipped in 2026.

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