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project-arena
WatchingWatchingNone of the above. Nothing stands out yet. More on the methodology pageedgedelta/project-arena
A vendor-neutral Kubernetes incident benchmark for testing AI investigation tools across detection, diagnosis, and mitigation. Deploy faults, capture investigations, and compare results with a configurable AI judge.
Python
Our summary
Project Arena is a vendor-neutral benchmark for testing AI investigation tools on Kubernetes incidents. It deploys faults into a Kubernetes cluster, captures how different products investigate them, and scores the investigations using a configurable AI judge.
Who it is for: Teams evaluating AI-powered Kubernetes incident investigation tools
What the README claims
- Supports 21 scenarios in full suite and 6 in smoke suite
The default `full` suite currently includes 21 scenarios. The smaller `smoke` suite includes six
Not checked - Works with local kind clusters or AWS EKS
Choose local kind or AWS EKS for your cluster
Not checked - Requires Python 3.10+ as only Python dependency
Python 3.10+ is the only Python dependency
Not checked
Written by AI from the project's README on 2026-10-09. It does not affect the verdict.
Watching: no other rule matched yet.
7 stars on GitHub. Last push 6 days ago.
Verdict
TOO EARLY scored 1h ago
There is not enough data on this project yet to call it. The numbers below are shown anyway.
Too close to call
Early read: we are missing data on the size of the team behind it and how widely it is used. This is an estimate and will be replaced by a verdict once we have the data. How early reads work.
- Hype
- 93
- Reality
- 13
- Hype Gap
- +79
- Momentum
- -
- Confidence
- 60%
- Maintained moves Reality -17 points.
- Responsive moves Reality -14 points.
Rule verdict-2.0, scoring score-2.0. How we score. Backtest.
Alternatives
Projects we track that do a similar job, picked by AI. Not a recommendation.
Maintained by
Maintained by 1 primary developer, 0 external contributors in the last 90 days.
- edgedelta is a GitHub organization.
- Official organization: verified by GitHub.
- GitHub account created July 2019.
- Top contributors by commits: ozcelgozde 100%.
Why now 22 Hacker News points in the last 7 days.
- Stars StarsThe number of GitHub stars on the repository at our latest reading.
- 7
- Gain 7d Gain 7dStars gained since our latest reading from at least 7 days ago.
- n/a
- Pace Velocity (Nx usual pace)This week's star gain divided by the project's usual weekly gain. The usual gain is the average weekly gain over the 4 weeks before (days 8 to 35 ago), counted as at least 10 stars. 2.0x means twice the usual pace. Without a reading from 35 days ago, the ranking assumes 2% of the stars the project had 7 days ago as its usual weekly gain. More on the methodology page
- n/a
- HN points HN pointsHacker News points added up across posts that mention the project, published in the last 7 days.
- 22 7 days
- Downloads DownloadsDownloads per day of the project's package, as the registry (npm or PyPI) reports them.
- n/a
- Contributors Contributors, all timePeople and anonymous contributors who have ever committed to the repository, as GitHub counts them. A small number is context, not a flaw: many solid projects are kept by one or two people.
- 1
- Last release Latest releaseDays since the latest GitHub release was published.
- n/a
Gain 24h Gain 24hStars gained since our latest reading from at least 24 hours ago. n/a. Forks ForksThe number of GitHub forks of the repository at our latest reading. 0. Open issues Open issuesThe number of open issues on the repository at our latest reading, as GitHub counts them. 0. Days since push Days since pushDays since the last push to the repository. 6 days. Archived ArchivedWhether the owner has archived the repository on GitHub. An archived repository is read-only. no. Hacker News posts in 7 days Hacker News postsThe number of Hacker News posts that mention the project, published in the last 7 days.: 1. Watchers WatchersThe number of GitHub users watching the repository for notifications, at our latest reading. 0.
Facts
Nerd stuff
PythonDockerCLI
- Languages
- Python (detected), Shell (detected), HCL (detected), Dockerfile (detected)
- Runs on
- Python >=3.10 (detected)
- Interfaces
- CLI (detected)
- Deployment
- Docker (detected)
- Docs
- docs/ folder (detected)
- License
- MIT (detected)
- Package ecosystem
- Python packaging (detected)
The Receipts
| Source | Evidence | Date |
|---|---|---|
| Hacker News | Thread, 22 points, 8 comments | 8 Oct 2026 |
What changed recently
GitHub release dates we stored. We do not track license changes yet.
Cite this
project-arena is a GitHub project at https://github.com/edgedelta/project-arena written mainly in Python, described there as "A vendor-neutral Kubernetes incident benchmark for testing AI investigation tools across detection, diagnosis, and mitigation. Deploy faults, capture investigations, and compare results with a configurable AI judge".
Source: https://midorreal.com/project/edgedelta-project-arena, checked 9 October 2026. The same facts as JSON: /project/edgedelta-project-arena.json.
Rank history
Hot on Hacker News: #39 today.
New to our radar: #21 today.
Stars
Events in this window
Dated items we stored, last 30 days. They sit near the chart, they do not explain it.
Packages
? We have not checked the package registries for this project yet.
Signals
| Source | What we measured | Checked |
|---|---|---|
| GitHub | 7 stars | 8 Oct 2026 |
| Hacker News | 1 post stored, 22 points in the last 7 days | 9 Oct 2026 |
| Feed mentions | Not tracked yet | - |
| npm | Not tracked yet | - |
| PyPI | Not tracked yet | - |
| Docker Hub | Not tracked yet | - |
| crates.io | Not tracked yet | - |
| Homebrew | Not tracked yet | - |
| deps.dev | Not tracked yet | - |
| Hugging Face | Not tracked yet | - |
| Bluesky | Not tracked yet | - |
| Stack Exchange | Not tracked yet | - |
| YouTube | Not tracked yet | - |
Attention vs adoption
Attention: not enough data to rank
Star velocity against all tracked projects
Adoption: not enough data to rank
Downloads, dependents and pulls
Not enough comparable data yet to set attention against adoption. This describes the numbers; it is not a verdict.
Hacker News
| Post | Points PointsThe points the post has on Hacker News. | Comments CommentsThe number of comments on the post on Hacker News. | Date |
|---|---|---|---|
| Hacker News post | 22 | 8 | 8 Oct 2026 |
Caveats
Repo health
- Languages LanguagesShare of the repository's code by bytes, as GitHub's language detection reports it. The five biggest languages are named and the rest are grouped as Other.Python 86%, Shell 9%, HCL 4%, Dockerfile 1%
- License LicenseThe SPDX license id GitHub detects, and a class: Open source (OSI) if the license is on the Open Source Initiative approved list, Source-available if the code is readable but the license limits use, Unclear if GitHub cannot match a known license, No license detected if it finds none. A public repository without a license is not open source.MIT, Open source (OSI)
- Repository age Repository ageTime since the repository was created on GitHub. This is the repository, not necessarily the project, which may have existed elsewhere before.7 days, created 1 Oct 2026
Development
- Commits in the last 7 days Commits in the last 7 daysCommits to the repository in the last 7 days, as GitHub counts them.1
- Commits in the last 30 days Commits in the last 30 daysCommits to the repository in the last 30 days, as GitHub counts them.9
- Commits in the last 90 days Commits in the last 90 daysCommits to the repository in the last 90 days, as GitHub counts them.9
- Contributors, all time Contributors, all timePeople and anonymous contributors who have ever committed to the repository, as GitHub counts them. A small number is context, not a flaw: many solid projects are kept by one or two people.1, a small team
- Releases ReleasesThe number of GitHub releases, and how many days ago the latest one was published.0
- Issues in the last 30 days Issues in the last 30 daysIssues opened and issues closed in the last 30 days, as GitHub search counts them.0 opened, 0 closed
- Pull requests merged in the last 30 days Pull requests merged in the last 30 daysPull requests merged in the last 30 days, as GitHub search counts them.0
Maintenance
- Stale open issues Stale open issuesOpen issues with no update in the last 90 days, as GitHub search counts them.0
- Open pull requests Open pull requestsPull requests open now, as GitHub search counts them.0
Hygiene
- Automated tests or builds (CI) Automated tests or builds (CI)Whether the repository has at least one GitHub Actions workflow file in .github/workflows.No
- A tests folder A tests folderWhether the repository has a top-level folder named tests, test, __tests__ or spec.Yes
- A license A licenseWhether GitHub detects a license file in the repository.Yes
- Contributing guide Contributing guideWhether the repository has a contributing guide.No
- Code of conduct Code of conductWhether GitHub finds a code of conduct in the repository.No
- CODEOWNERS file CODEOWNERS fileWhether the repository has a CODEOWNERS file, which names who reviews changes to which files.No
- A Dockerfile A DockerfileWhether the repository has a Dockerfile at its top level.No
Security
- Security policy Security policyWhether the repository has a SECURITY.md or SECURITY.rst file.No
- Unpatched high or critical advisories Unpatched high or critical advisoriesPublished GitHub security advisories rated high or critical on this repository that list a vulnerable version with no patched version.0
Badge
For maintainers: one measured fact, no verdict.
Markdown
[](https://midorreal.com/project/edgedelta-project-arena)
HTML
<a href="https://midorreal.com/project/edgedelta-project-arena"><img src="https://midorreal.com/badge/edgedelta-project-arena.svg" alt="Mid or Real"></a>
Verdict badge: It shows the verdict as this page shows it today.
Markdown
[](https://midorreal.com/project/edgedelta-project-arena)
HTML
<a href="https://midorreal.com/project/edgedelta-project-arena"><img src="https://midorreal.com/badge/edgedelta-project-arena.svg?style=verdict" alt="Mid or Real: too early"></a>
Copy facts
Key facts as Markdown
# project-arena
- Repository: https://github.com/edgedelta/project-arena
- Page: https://midorreal.com/project/edgedelta-project-arena
- Verdict: TOO EARLY (not enough data to call it) (measured), scored 2026-10-09
- Scores: Hype 93
- Stars: 7
- Methodology: https://midorreal.com/methodology#verdicts
- JSON: https://midorreal.com/project/edgedelta-project-arena.json
Also as JSON.
First tracked 8 Oct 2026 at 7 stars.
- GitHub data 2 h old
- Hacker News data 21 min old
Projects talked about on Hacker News
Is this your project? Claim it
Figures by method 1.0