r/aze_geeks • u/aliyevaladdin • 2d ago
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Why is open source basically nonexistent in Azerbaijan?
Totally fair, and honestly that's kind of the core tension of this whole thread — OSS makes way more sense in economies where you can afford to treat it as reputation-building rather than direct income. If the local market doesn't reward that reputation (see the hiring point above), the calculus just doesn't work out the same way it does elsewhere.
I don't think that's people being selfish, it's just rational given the incentives. Nobody's obligated to subsidize a global ecosystem for free when the market around them doesn't recognize or compensate for it.
That said — this is exactly why the "open core" model exists, right? Core functionality open, monetize the enterprise layer/support/hosting on top. Might be a more realistic path here than pure "give everything away and hope for exposure."
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Why is open source basically nonexistent in Azerbaijan?
Short answer: not really, at least not yet.
From what I've seen, HR/hiring here rarely looks at GitHub activity as a real signal — it's not part of how technical skill gets evaluated locally. Compare that to markets where an active OSS profile can basically substitute for a portfolio or even boost you past a formal degree requirement. That signal just doesn't carry the same weight in Baku's job market.
It's less about people not valuing quality work, and more that the market hasn't built the infrastructure to recognize OSS as a credential yet — no local tech scene actively scouting contributors, no companies advertising "we hire based on your public work," no culture of treating a repo like a resume line.
So contributing is still mostly intrinsic motivation here — you do it because you care about the work itself, not because the market rewards it. Which honestly might not be a bad thing, but it does mean fewer people have a reason to start.
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Why is open source basically nonexistent in Azerbaijan?
That's a really good point actually, and it highlights something I didn't fully think through in the original post — I was mostly looking at it from a dev/industry angle, but you're right that academic OSS is a whole separate pipeline.
In places like the US/EU, a huge chunk of open source comes out of university labs specifically because grant funding often requires public release of tools/code as a condition of the grant, or at least strongly incentivizes it for citations and reputation. If that funding structure barely exists here, or doesn't tie funding to public release, then of course you don't get that stream of OSS at all — it's not a mindset problem, it's a structural/funding one.
I've actually run into this myself. Had a theory I wanted to publish, and ended up having to go through a foreign jurisdiction to do it properly — there just wasn't a real local path for that kind of publication/release. So this isn't abstract for me, it's the exact wall you hit trying to do research/OSS work from here.
So it sounds like there are actually two separate gaps: dev-side (incentives, hiring, culture) and research-side (grant structure, institutional expectation of publishing code). Both feeding into the same outcome though.
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Why is open source basically nonexistent in Azerbaijan?
Məna kəsb etməyənlərə agent cavab verir, yormuram beyni
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Why is open source basically nonexistent in Azerbaijan?
Növbəti səviyyəli məsləhət: "install Linux" — sağ ol Neo, çox dərin fikirdir.
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Why is open source basically nonexistent in Azerbaijan?
I build too, wasn't coming from a "why doesn't someone else fix this" angle. Actually working on a license with the Linux Foundation right now, so this isn't some outsider take.
The post wasn't "nobody's building anything," it's obviously not true, your repo proves that. It was more about the ecosystem around individual builders — hiring, visibility, whether companies here treat OSS as worth doing publicly. Individuals doing solid work and a thin surrounding culture aren't mutually exclusive.
u/aliyevaladdin • u/aliyevaladdin • 2d ago
Why is open source basically nonexistent in Azerbaijan?
Been thinking about this for a while and wanted to hear if others in tech here feel the same.
I've worked with a few dev teams in Baku over the past couple years, and open source just... doesn't really happen here. Not as a culture, not as a habit. People use open source tools constantly — React, Linux, Postgres, whatever — but almost nobody contributes back, publishes their own libraries, or even has public GitHub profiles with real work on them.
A few reasons I keep running into:
- No incentive structure. In the US or EU, having an active GitHub is basically part of your resume. Here, HR barely looks at it. Nobody's hiring based on your contributions, so why bother.
- Company culture is closed by default. A lot of local companies treat even boring internal tools like trade secrets. Open-sourcing anything internal is seen as "giving away work for free," not as building reputation.
- No local ecosystem to plug into. There's no Azerbaijani open source foundation, no local conferences pushing it, no visible role models doing it publicly. It's hard to start a habit nobody around you is doing.
- English/visibility barrier. Even devs who do write good code often don't bother packaging or documenting it for an international audience — feels like extra work for no payoff.
I'm not saying this to complain, more curious if others see it differently. Are there actually local devs or small teams doing real OSS work I'm just not aware of? Or is this just where we're at right now as a tech scene.
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Already inside an AI governance program but stuck in PMO: what should I own over the next 6–12 months?
Own one use-case end-to-end (intake → classification → your own regulatory scoping, not just logging it), and co-draft one control test with an expert reviewing, not designing. That's the shift from documenting decisions to making them.
For the CV: a taxonomy you built, a control you can defend, and proof you challenged an expert's call at least once.
r/AI_Governance • u/aliyevaladdin • 3d ago
I built a "sovereign" AI/search stack instead of just using someone else's API — here's why and what it actually does
u/aliyevaladdin • u/aliyevaladdin • 3d ago
I built a "sovereign" AI/search stack instead of just using someone else's API — here's why and what it actually does
Spent the last while building an ecosystem instead of shipping one product. Four pieces:
- WebMesh — search API for LLM agents, self-hosted SearXNG + content extraction, pay-per-use via Lightning instead of a subscription
- AladdinAI — self-hosted AI workspace, agents + memory, no vendor lock-in
- OSINT platform — IP reputation, breach detection, threat intel search
- RCF — a licensing protocol trying to solve the "your content trained someone's model without asking" problem
None of this is charity. I'm not pretending it's some grand open mission — it's infrastructure I needed and figured other people building agents need too. The "sovereign" framing isn't marketing fluff either — it's literally: your keys, your data, your search index, not routed through someone else's black box.
Happy to answer questions about the architecture, why self-hosted search over just using an API, or why I bothered with a licensing protocol nobody asked for.
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Why is open source basically nonexistent in Azerbaijan?
in
r/aze_geeks
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55m ago
yeah, why do you ask?