PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
168,713

Apps indexed

 

Freshness
21 min ago

Last update

 

Cadence
1,513/day

7-day average

Indexed today: 1,078

PulseGate

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drift-watchdog
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drift-watchdog

github.com·Infrastructure

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

Open SourceMIT
WebCLI
D
drift-watchdog preview
Visit github.com↗
⭐1
star
✓5
features
📅2026
since

Overview

5 features

drift-watchdog sits in PulseGate's LLM eval & observability category. It focuses on detecting and monitoring machine learning model drift in production environments. It is built as an open-source project for mlops engineers. drift-watchdog is open source under the MIT license. The product ships for the web and the command line.

Behind drift-watchdog is NotHarshhaa, and the product first shipped in 2026. Development happens publicly on GitHub with 8 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — drift-watchdog occupies a relatively distinct niche. Key capabilities include drift detection, prometheus metrics, and alerting.

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

Tags

model-driftmlops-monitoringprometheus-integration

AI capabilities

StructuredWeights: Open

Built with & integrations

Runs on
BrowserCLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 1✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 17, 12:35 PM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about drift-watchdog

What does drift-watchdog do?
Drift-watchdog focuses on detecting and monitoring machine learning model drift in production environments. It is catalogued under LLM eval & observability on PulseGate.
Who is drift-watchdog for?
drift-watchdog is an open-source project built for mlops engineers.
Is drift-watchdog free?
Yes — drift-watchdog is open source under the MIT license and free to use.
What platforms does drift-watchdog run on?
drift-watchdog runs on the web and the command line.
Is drift-watchdog still maintained?
PulseGate's automated liveness checks currently classify drift-watchdog as active. The GitHub repository shows 8 commits in the last 90 days.
What are alternatives to drift-watchdog?
Similar tools tracked by PulseGate include drift-check, drift-analyzer, and tfdrift.drift-checkdrift-analyzertfdrift
Who makes drift-watchdog?
drift-watchdog is developed by NotHarshhaa.
When did drift-watchdog launch?
drift-watchdog first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
MIT
First seen
May 6, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
mlops engineers
Model
Open source
Solves
Detecting and monitoring machine learning model drift in production environments.

Developer

NotHarshhaa
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
1
🍴 Forks
0
Open issues
0
Last commit
2mo ago
Commits 90d
8
Contributors
1
Authorship
Solo
Default branch
master

PulseGate index

Confidence
Medium · 70
Indexed
Jun 17, 2026
Lifecycle
Alive
Activity
Active
First seen
May 2026
Last seen
4w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqi22ri805l3arpx4y4wgcft
Slug
drift-watchdog-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 17, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 17, 2026
Canonical URL
https://github.com/NotHarshhaa/drift-watchdog

Similar apps

Other apps tracked under the same category.

  • drift-check
    pypi.org
  • drift-analyzer
    github.com
  • tfdrift
    github.com
  • watchdog-ai
    pypi.org
  • api-drift-agent
    pypi.org
  • Driftwatch
    bubbuilds.com