Kuba 💾📀💻 (@jakub_slys) 's Twitter Profile
Kuba 💾📀💻

@jakub_slys

🤖 Software engineer 👨‍💻C++ ☕️JAVA 🐍 Python 🚀High-Performance ⏳Low-Latency systems

ID: 1069668313972830208

linkhttp://iam.slys.dev calendar_today03-12-2018 19:02:54

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Kuba 💾📀💻 (@jakub_slys) 's Twitter Profile Photo

Vendure brings TypeScript, NestJS, and GraphQL together for a commerce platform that’s built to be hacked, extended, and truly customized. Not another box—an open playground. What would you build with it? ecommerce TypeScript GraphQL openSource github.com/vendure-ecomme…

Kuba 💾📀💻 (@jakub_slys) 's Twitter Profile Photo

Dynamic temperature control for LLMs: now models decide when to play it safe or go bold, step by step. Less guesswork, more results—especially in high-uncertainty reasoning tasks. AI LLM RL creativity arxiv.org/abs/2602.13035…

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🚀 Scientific ML is speeding ahead: weather, cosmology, and physics-aware models are delivering robust insights. Is this the dawn of the next scientific revolution? Reflect below. Read more: iam.slys.dev/p/scientific-m… #ScientificML #AI #MLResearch #PhysicsInformed

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What if your terminal understood your codebase? Claude Code lets you handle tasks and untangle code with natural language—no more deciphering cryptic errors solo. CLITools Productivity AI DeveloperExperience github.com/anthropics/cla…

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GNNs don’t just see neighbors—they spot cycles, motifs, and patterns with Template GNNs. Is this the blueprint for making neural networks reason deeper about graphs? GraphNeuralNetworks AIResearch GraphTheory MachineLearning arxiv.org/abs/2602.18409…

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APIs are the borders—services are the nations. Clear API boundaries = agile architecture & independent teams, even if services share infrastructure. Where do your boundaries blur? Drop an example! Read more: iam.slys.dev/p/service-base… #APIs #Architecture #DevLeadership

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Stirling PDF offers 50+ tools (OCR, redaction, automation) and runs anywhere—from Docker to desktop. All open source, all in your hands! devtools PDF editing automation selfhosting github.com/Stirling-Tools…

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What if AIs could learn not just from mistakes, but from *variety*? ParamMem introduces a way for agents to reflect with greater diversity—unlocking smarter, less predictable solutions. MachineLearning Reflection AIResearch Reasoning arxiv.org/abs/2602.23320…

Kuba 💾📀💻 (@jakub_slys) 's Twitter Profile Photo

Tired of bottlenecks? Space-based architecture distributes data and processing, escaping single-point failures. Imagine a grid, not a jam. Could your system benefit from a shared-nothing setup? Read more: iam.slys.dev/p/space-based-… #DistributedSystems #SoftwareArchitecture

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SpotiFLAC lets you get lossless Spotify tracks from Tidal, Qobuz & Amazon—no account needed. Cross-platform, open, and a dream for audiophiles. Tech freedom sounds better in FLAC! flac musicopensource streaming audiophile github.com/afkarxyz/Spoti…

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Training massive LLMs? Memory is precious. LoRA-Pre flips optimizer momentum on its head—compressing memory use by 8x, with no loss in accuracy. Scaling just got more efficient. Ready for smarter optimization? AI MemoryEfficiency Optimization LLM arxiv.org/abs/2602.24283…

Kuba 💾📀💻 (@jakub_slys) 's Twitter Profile Photo

AI models get all the glory, but data is the real hero. Every dazzling AI app relies on databases with well-chosen keys. What keys do your systems rely on most? Read more: iam.slys.dev/p/mastering-da… #AI #DatabaseDesign #SoftwareEngineering iam.slys.dev/p/mastering-da…

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A peek at SpotiFLAC: lossless music, no sign-ins, all platforms. It’s a clever bridge from Spotify requests to Tidal, Qobuz & Amazon. Hacking constraints with elegant code! opensource audio streaming musictech github.com/afkarxyz/Spoti…

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Most virtual staining AI evaluations check averages—not true predictions. Enter information gain: finally, a metric that spotlights single-cell model skill. Rethink what "accuracy" even means. AI metrics virtualstaining MLbio highthroughput arxiv.org/abs/2602.23305…

Kuba 💾📀💻 (@jakub_slys) 's Twitter Profile Photo

Great architecture is a journey of trade-offs. Monolith, microservices, serverless—none wins by default. Design, reflect, iterate—repeat. Read more: iam.slys.dev/p/from-tinyurl… #Architecture #Engineering #SystemDesign iam.slys.dev/p/from-tinyurl…

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Self-host your own video archive! Metube layers a slick web UI over yt-dlp/youtube-dl, making private preservation a breeze. DIY content sovereignty is here—and it's just a click away. opensource devtools privacy vidownload github.com/alexta69/metube

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Equations that fit might still break the laws of physics. PG-SR injects scientific knowledge directly into symbolic regression, guarding against plausible nonsense. Creativity meets constraint—finally! AI symbolicregression scientificdiscovery machinelearning

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Log loss stings if you’re confidently wrong. That’s how models (and humans) learn. In logistic regression, belief must align with reality, not just cross a line. Read more: iam.slys.dev/p/logistic-reg… #LossFunction #MLTraining #AI iam.slys.dev/p/logistic-reg…

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From language support to scalability, TensorFlow’s flexible design invites creative ML solutions—across industries and devices. The age of AI accessibility is here. MachineLearning AI Future OpenSource github.com/tensorflow/ten…

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What if AI playtesters could help design better (and wilder) VR levels—before a single headset hits the shelf? The future of game design starts here. gameDev VR AI future arxiv.org/abs/2602.18319…