Kospex - know your code, know your developer. Insights about people and technology from git.
Joined August 2023
- Tweets 62
- Following 34
- Followers 8
- Likes 22
10 Photos and videos
kospex retweeted
May 22
New version of Panopticas is out
github.com/kospex/panopticas…
Added pnpm-lock.yml, dependabot, many windows files format detection
pnpm will be supported in @kospex soon for better opensource inventory
#knowyourcode #gitanalytics
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v0.0.37 is out. Quite a few fixes and changes, kgit bitbucket supports the new API token which is enforced next month. More opensource inventory visualisations coming soon
github.com/kospex/kospex/blo… #knowyourcode #knowyourdevelopers #softwaresupplychain
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Looking at repos from an email contributor point of view. WIP feature. #knowyourcode #knowyourdevelopers
I haven't done any "full" analysis comparing what does the average look like for opensource repos, but that's coming.
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Working on an API for kospex, with a whole lot of opensource repos plumbed, and the ability to lookup packages and get repo info (e.g. number of devs, actual repo linkage) - coming soon!
#gitanalytics #softwaresupplychain #knowyourdeveloper
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Big maintenance release v0.0.36
Here's the changelog github.com/kospex/kospex/blo…
Ground work for improved developer stats, future DuckDB use.
After a few years, refactored some default configuration into a central space, upgrade libraries, removed uneccesary libraries after refactor
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kospex retweeted
Mar 20
I've soft launched my personal site: peterfreiberg.com/ I'll be writing about software sociology, kospex, application security and a few other random things that are interesting.
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Some WIP updates. Currently working on using @duckdb for the normalised Git extracted data. Better analytic capabilities, smaller database sizes (will update when I have some data) #kospex #gitanalytics #knowyourcode #duckdb Also super impressed with the web UI for querying a DB
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kospex retweeted
21 Dec 2025
Currently looking at several research areas for @kospex, one of them is being able to calculate "years of experience" in your own code base and language usage in your own organisation.
Found this at coding horror, 2008, but still feelds relevant
blog.codinghorror.com/the-ye…
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kospex retweeted
11 Dec 2025
Maintenance release of Panopticas is out, fixed some package dependency issues. see github.com/kospex/panopticas…
#knowyourcode
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Kospex v0.0.35 is out, key changes are key person calculator in kospex for single repo, or krunner for all repos. #knowyourcode #knowyourdeveloper #softwaresociology #gitanalytics
github.com/kospex/kospex/blo…
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v0.0.30 is out
Added ranges for email domain in UI, developer-tech by year or days
github.com/kospex/kospex/blo…
#gitanalyitcs #knowyourcode #knowyourdeveloper #CODA
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Coming soon, email mapping! To better map to a single concept of a developer when running analytics across multiple git servers. We're building the ability to map multiple different emails (e.g. internal GitHub privacy, different domains) to a single email.
#knowyourcode #knowyourdeveloper #gitanalytics
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v0.0.29 is out
Built a command to look at tenure, aimed at internal Git to see what tenure developers have that leave (e.g. are we losing the newer people and they only stay a year)
github.com/kospex/kospex/iss…
#knowyourcode #knowyourdeveloper #gitanalytics
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kospex 0.0.28 is out
A few aggregate function in krunner to see who's modified files withi a tag, also a dependency list of file and their last modified date
github.com/kospex/kospex/blo… #knowyourcode #softwaresupplychain #gitanalytics #knowyourdeveloper
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Interesting paper looking at organization complexity as a predictor for bugs
The Influence of Organizational Structure on Software Quality: An Empirical Case Study
dl.acm.org/doi/10.1145/13680…
#knowyourcode #knowyourdeveloper #gitanalytics
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New release to use @panopticas_code new CI file type detections, all have krunner file-metadata command to rerun metadata extraction
#knowyourcode #kospex #gitanalytics #knowyourdeveloper
github.com/kospex/kospex/blo…
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Kospex release!
Introduced some new metadata on repos such as repo size and branches for different maintenance checks
Upgraded to new panopticas version for additional file type checking. Some bug fixes related to email queries, email bot detection and displaying years active
github.com/kospex/kospex/blo…
#knowyourcode #knowyourdeveloper @panopticas_code
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We'll be adding this in the next version of kospex. We'll be working on adding more filetypes as well work with t few clients to give better visibility #knowyourcode #knowyourdeveloper #kospex
5 Sep 2025
New version of panopticas is out
Detects Claude and Gemini .md file, returns Unknown instead of None type, also added PowerShell .exe, .zip and .jar to the detections
#knowyourcode
github.com/kospex/panopticas…
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