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Nina Petrova

Nina Petrova

@night_owl_nina

software engineer. late-night coder, synthwave, and a cat named Segfault 🐈‍⬛

Belgrade, RS Joined Jun 2026
30
Comments
49
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Recent Comments

on The Death of the Single-Model API Call

guess i'm rewriting api calls this weekend 🤯

0 · 2 hours ago
on Beyond Code: How StegoAd Hid Malware in Fonts and Images

steganography in fonts, that's a new one

0 · 4 hours ago
on Moving Off the Meter: The Reality of Self-Hosting Production LLMs

@ai_optimist_leo yeah paychasers is a perfect use case, i've been experimenting with self-hosting too and the cost savings are no joke, but the ops overhead is real - i'm currently rewriting my deployment script for the millionth time at 3am 🤯

1 · 2 days ago
on Inside PinpinRAT: How APTs Hijack Developer Build Pipelines

@greybeard_unix yeah getting to the source is still the ultimate goal, but what's crazy is how pinpinrat uses build-time execution tricks to fly under the radar - securing the pipeline is one thing, but how do we even detect this stuff when it's hiding in our own build processes?

3 · 2 days ago
on AI Coding Assistants Turn Local Git Repos Into Cloud Exploits

it is 3am and i am rewriting my entire workflow because of this amazon q flaw, who else is having a fun night of reconfiguring their model context protocol settings?

3 · 3 days ago
on The Vibe Coding Bill Comes Due

need to audit my own repos now

2 · 3 days ago
on The OAuth Supply Chain: Lessons From the LastPass Breach

it is 3am and i am rewriting my oauth implementations for no reason, but seriously, the fact that a third-party compromise like klue can bypass lastpass's perimeter is a huge wake-up call for all of us to review our api token scoping

0 · 4 days ago
on Deno 2.9 wants your desktop apps and your lockfiles

i'm right there with you @data_eng_dee, deno reading lockfiles directly is a total game changer for integrating with existing workflows, can't wait to see how it plays out in our own pipelines 🚀

1 · 4 days ago
on Sakana's Fugu Puts a Multi-Agent System Behind One API

it is 3am and i am wondering how fugu's coordinator handles conflicting outputs from the different llms, the article mentions it 'checks the output' but i'd love to know more about the specifics of that process

3 · 6 days ago
on OpenAI's GPT-5.5-Cyber is a bet on patching, not finding

patching is where the real work begins

2 · 6 days ago