kedge is an open-source project built for data analysts and scientists.

Does kedge have a free plan?

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

What platforms does kedge run on?

kedge runs on the command line.

Is kedge still active?

The GitHub repository shows 3 commits in the last 90 days.

What are alternatives to kedge?

Similar projects tracked by PulseGate include Track Debug, ZenPress, and StarPulse.

kedge is developed by OpenAfterHours.

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kedge

Name: kedge
Author: OpenAfterHours

PyPIInfrastructure

Kedge transforms manual Excel-based data processes into clean, reviewable marimo notebooks powered by Polars. It brings reproducibility and version control to spreadsheet workflows, making them suitable for collaborative data science and analysis. The tool is open source under Apache-2.0.

Open SourceApache-2.0CLI

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Overview

4 features

kedge sits in PulseGate's Developer Tools category. It focuses on converting opaque manual Excel workflows into version-controlled, reproducible notebook-based processes. kedge is an open-source project aimed at data analysts and scientists. kedge is open source under the Apache-2.0 license. It runs on the command line.

OpenAfterHours builds and maintains kedge, and it first shipped in 2026. The project is developed in the open on GitHub with 3 commits in the last 90 days. Key capabilities include excel to notebook, reproducibility, and reviewable workflows.

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

Excel to notebook
Reproducibility
Reviewable workflows
Polars integration

Built with & integrations

Framework

FastAPI

AI providers

openai

Runs on

CLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed25 Jul · 22:05 UTC
kedge verified against its public source
Source: PulseGate · Open

Frequently asked questions about kedge

What is kedge?: Kedge focuses on converting opaque manual Excel workflows into version-controlled, reproducible notebook-based processes. It is catalogued under Developer Tools on PulseGate.
Who is kedge for?: kedge is an open-source project built for data analysts and scientists.
Does kedge have a free plan?: Yes — kedge is open source under the Apache-2.0 license and free to use.
What platforms does kedge run on?: kedge runs on the command line.
Is kedge still active?: The GitHub repository shows 3 commits in the last 90 days.
What are alternatives to kedge?: Similar projects tracked by PulseGate include Track Debug, ZenPress, and StarPulse.Track Debug ZenPress StarPulse
Who develops kedge?: kedge is developed by OpenAfterHours.
How long has kedge been around?: kedge first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 25 Jul 2026
Built for: data analysts and scientists
Model: Open source
Solves: Converting opaque manual Excel workflows into version-controlled, reproducible notebook-based processes.

Registered as

GitHub: OpenAfterHours/kedge
PyPI: kedge

Developer

OpenAfterHours

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 25 Jul 2026
Commits 90d: 3
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.0.1 · 25 Jul 2026

Live coverage

Identity confidence: Low · 64
Indexed: 25 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 25 Jul 2026

Identity audit (13)

Slug: kedge-pypi-org
Lifecycle state recorded: 25 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 25 Jul 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: 1 Aug 2026
Canonical URL: https://pypi.org/project/kedge

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