VirtusLab

⭐ In GitHub All-Stars #13, Artur Skowroński explores Matchlock – a CLI tool that gives your AI agents a “bulletproof” isolation. 🎯 The uncomfortable truth: AI agents are adversarial by accident. They don't need to be malicious; they just need to be manipulated. One rogue curl command and your API keys are gone. Matchlock answers that problem. 👉Click the link hubs.ly/Q047xpgd0 for the full article on Matchlock #AI #OpenSource #GitHub #Security #CodingAgents #DevOps #GitHubAllStars

@ArturSkowronski is hosting the 17th edition of @WDI_conference at PGE National Stadium, where he will introduce many prominent figures from the Polish IT and Data Science world and listen to thought-provoking talks from experts across industries. 👋If you're one of the 10,000 people attending this year, make sure to come up to Artur and say hi!

Tomasz Szymański, CEO of SoftwareMill (part of VirtusLab), will be speaking at Boiling Frogs 2026. In his talk, “Does Your Software Engineer Growth Make Sense?”, Tomasz will share reflections on what meaningful growth for software engineers really looks like in a world of constant change, new tools, and evolving technologies. 📆 March 21, 2026 📷 Wrocław hubs.ly/Q047hDFj0

It's your last chance to be an important part of the Scala community. Take a quick 5‑minute survey that directly impacts Scala’s roadmap, libraries, and tooling. We'll evaluate the outcome soon! This short survey evaluates Scala adoption and usage among developers. Click the link hubs.ly/Q047jML40 and complete the survey now to help shape the future of Scala. Scala Survey 2026 is brought to you by VirtusLab and Scala Center. #scala #scalasurvey

How We Helped a Scala Team Save $420,000 Annually A major investment bank’s large Scala monorepo caused developers to spend excessive time waiting for IntelliJ to complete indexing. Frequent branch switches and updates resulted in a monthly loss of 1,270 productive hours. At this scale, IDE delays became a significant financial concern. We addressed this with a two-part solution: 1. First, we optimized the indexing workload to eliminate unnecessary tasks. 2. Second, we implemented shared indexes to remove the need for heavy local processing. Results: 💵$420,000 saved annually, based solely on recovered time. 🕑Accelerated time to market and a significant reduction in opportunity cost. In a decade-old codebase, even minor bottlenecks can result in substantial costs. We transformed lost hours into opportunities for innovation. Read the full breakdown of our approach on our blog: virtuslab.com/success-storie… #FinTech #Scala #SoftwareEngineering #VirtusLab

Rafał Pytel, Senior ML Engineer at SoftwareMill, has created the AI glossary you've been waiting for - cutting through the jargon to explain what really matters. Whether you're just starting your AI journey, dabbling in data science, or working with ML models daily, this comprehensive guide helps you navigate the complex world of AI technologies with confidence. 👉Click hubs.ly/Q045yhy20 to master the essential AI vocabulary #AI #MachineLearning #DataScience #TechEducation #ArtificialIntelligence

Be an important part of the Scala community. Take a quick 5‑minute survey that directly impacts Scala’s roadmap, libraries, and tooling. This short survey evaluates Scala adoption and usage among developers. Click the link virtuslab.typeform.com/ScalaSurvey2026 and complete the survey now to help shape the future of Scala. Scala Survey 2026 is brought to you by @VirtusLab and Scala Center #ScalaSurvey #Scala

Wrocław Scala User Group Meetup is just around the corner! We’re back for the 17th edition of WSUG with two great technical talks, a friendly atmosphere, and delicious snacks and beverages. 📅 When: Tuesday, Feb 24 (6:00 to 8:00 PM CET) 📍 Where: Hard Rock Cafe Wrocław (ul. Rynek 25) 🎟️ Reserve your spot: meetup.com/wroclaw-scala-… What’s on the agenda? 💡 “Ports and Adapters for People on Tight Schedules” - Przemysław Pokrywka will share the story of a serverless application in which elements of the Ports and Adapters architecture made a tangible, positive difference. “Everything You Need to Know to Get Started with Caching in sbt 2.x” - Aleksandra Zdrojowa will explain the core caching concepts, which can aid in project migrations to sbt 2.x. Hands-on examples with minimal theory. See you in Wrocław! #Scala #Meetup #Wrocław #WSUG

Build AI applications with Scala 3 and Besom seamlessly. Learn how to create a self-hosted AI documentation assistant using Scala 3, PostgresML, and deploy on Kubernetes with Besom. Read more: hubs.ly/Q03_rwvH0 #Scala3 #Besom #AIApplications #InfrastructureAsCode #VirtusLab

Transform your manufacturing operations with Digital Twin and IoT integration. 🔎Discover how real-time data and virtual simulations can enhance efficiency and reduce downtime. Read more: hubs.ly/Q03_rxhY0 #DigitalTwin #IoTIntegration #SmartManufacturing #VirtusLab

@ArturSkowronski virtuslab.com/blog/business-…

Modernizing legacy systems doesn't have to mean disrupting your operations. @ArturSkowronski shows how a strategic dual-system approach enabled seamless transition to cloud-native architecture. 👇Full article below #LegacyModernization #CloudTransformation #VirtusLab

Cut your test time from 20 minutes to 4. 🔎Discover how distributed test execution with SBT and GitHub Actions can speed up your CI/CD pipeline. Full guide + working example by @jacekvbizub: hubs.ly/Q03_rxbQ0 #CI_CD #TestAutomation #SBT #DeveloperProductivity #VirtusLab

Not every automation needs an AI agent 🤔 Kamil Rzechowski breaks down when you actually need agents vs simple LLM pipelines ❌ Don't need: Fully observed, repetitive tasks ✅ Need: Partial observation, changing environment, multi-step reasoning Agents aren't a silver bullet. Technical analysis: hubs.ly/Q040RL7y0 #AI #AIAgents #LLM #MachineLearning

Is your cloud strategy costing more than it's saving? 📖Learn all about cloud repatriation, which involves moving workloads from public clouds back to private data centers, offering potential benefits like cost savings and enhanced control over data. ▶️Explore the full article here: hubs.ly/Q03_qPvM0 #VirtusLab # #CostOptimization #ITStrategy

New AI models drop every month. Which one should you use? 🤔 Read Kamil Rzechowski's 2026 model guide. In summary: Commercial leaders: 🔹 Gemini 3 Pro 🔹 GPT-5.2 🔹 Claude Opus 4.5 Open source surprise: Qwen3-Max closing the gap Could Chinese models take over in 2026? Full comparison: hubs.ly/Q040vryS0 #AI #GenerativeAI #LLM #MachineLearning

Revolutionize your freight forwarding operations with cutting-edge IT solutions. Discover how digital transformation can modernize your logistics, improve decision-making, and enhance customer experiences. Read more: hubs.ly/Q03_rmBf0 #FreightForwarding #LogisticsTechnology #DigitalTransformation #AIInFreight #VirtusLab

Struggling with deprecated macro annotations in Scala 3? VirtusLab shares strategies to overcome these challenges during migration from Scala 2. Learn how they replaced macro annotations in key libraries. ➡️Read more: hubs.ly/Q03_qR-L0 #Scala3Migration #MacroAnnotations #ScalaDevelopment #Metaprogramming

Traditional Gatling integrations hit limits with K8s, microservices & changing APIs. Our alternative approach: 🔹 Scala CLI 🔹 Containerization 🔹 Cloud-native patterns Read the article here: virtuslab.com/blog/scala/gat… #PerformanceTesting #Gatling #Scala #Kubernetes

⭐ In GitHub All-Stars #12, Artur Skowroński explores Beads - the component that gives AI agents something they desperately need: memory. Because agents without memory? Basically useless. 🏊‍♂️Dive into Artur's article here: hubs.ly/Q03_J_Fg0 #AI #OpenSource #GitHub #CodingAgents #DeveloperTools #GitHubAllStars