Collaborate

Good work needs good collaborators.

We share almost everything we build. If you want to build with us — as an engineer, domain expert, or researcher — reach out.

How we work

→Everything we build is shipped to production, not left as a proof of concept.
→Research is published openly — no paywalls, no access gates.
→Work is credited fully. Contributors are named on every project and article.
→We move fast and document everything — architecture decisions, failures included.

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Contribute Code

All research projects are public. Pick up an issue, propose a feature, or improve the infrastructure. Good first contributions are labeled.

Browse GitHub →

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Research Together

Domain experts — ex-traders, security researchers, geopolitical analysts, data scientists — who want to contribute knowledge and co-author research.

Get in touch →

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Write With Us

Have deep knowledge on a topic that fits the research agenda? Pitch a guest article. We publish work that's technical, honest, and practitioner-first.

Pitch an article →

Current research agenda

AI Models for WAFActive

Alternative Data for Market IntelligenceActive

Real-time Geospatial Event CorrelationActive

LLM-assisted SecOps TriagePlanned

Adversarial ML Hardening for Network SecurityPlanned

See something you want to work on?

Send a short note about your background and which area you're interested in. No formal process.

hello@aiopslab.co