
Greg Korba 🛠️🛹 Codito
8.2K posts

Greg Korba 🛠️🛹 Codito
@_Codito_
🇵🇱 https://t.co/HerX32NWvo 🇬🇧 https://t.co/m6h4mNhOBh | Self-educated specialist: PHP, CI/CD, QA automation, Docker, Gitlab and more 😎. Member of @PHPCSFixer team 🪶.







We’ve identified industrial-scale distillation attacks on our models by DeepSeek, Moonshot AI, and MiniMax. These labs created over 24,000 fraudulent accounts and generated over 16 million exchanges with Claude, extracting its capabilities to train and improve their own models.


engineers who mostly vibe code end up caring less about the product over time.. but when you hand craft something, you build a real connection to it.. you get attached.. and that attachment makes you want the product to stay clean, solid, consistent, and actually good.. it feels like your work.. not just something that happens to work, or something that was thrown together without any real grind..









really excited to finally get this episode published 🎉 Ep. 17: Event Sourcing with Shawn McCool @ShawnMcCool shares how event sourcing fundamentally changed the way he thinks about modeling software systems. if you've ever felt stuck in the "way we've always done it" mindset, this one's for you 👇 🎧 compiledconversations.com/17/ we trace shawn's journey from discovering domain events while working on laravel.io back in 2012, through creating Event Sourcery, to now building payment processing systems. what started as curiosity about DDD turned into a completely different approach to building software. the core insight: events aren't just for messaging or streaming - they become the actual source of your model state. we dig into how this differs from event-driven architectures and why capturing intent matters more than capturing data changes. shawn shares a practical pattern that eliminates entire classes of versioning and data retention headaches: design your aggregates to exhaust quickly. at his current company, event streams naturally terminate within 30 minutes. no long-lived aggregates means no painful migrations, no GDPR nightmares. we also explore the relationship between event sourcing and CQRS, testing strategies, and why DDD isn't really a methodology - it's a pursuit of understanding your domain. full episode: 🎧 compiledconversations.com/17/

Embrace the penguin.



