MLabs

🚀 Milestone 3 Complete! We’re proud to share that Milestone 3 – Quarterly Dependency Update for Plutarch has been successfully completed and verified through Intersect’s Delivery Assurance process. This update strengthens Plutarch’s core infrastructure, enhances performance, and ensures full alignment with the latest Cardano ecosystem dependencies. Key highlights: • Updated dependencies validated across Cardano libraries • Improved performance benchmarks and integration tests • New pull array implementations and fixed-point optimisations • Comprehensive changelogs and refreshed documentation 🎥 Watch the milestone overview: https://lnkd.in/eAucKdz6 🧩 Deep dive into the details: https://lnkd.in/eMBh2Pam #Cardano #Plutarch #OpenSource #MLabs #BlockchainDevelopment #IntersectMBO #Haskell #SmartContracts

We’re growing fast at MLabs! 🚀 This week, we're excited to welcome Adeshola Kadri, Antonette Richardson, and Soyeb Vhora to the MLabs team 🎉 They’ll be helping us source and connect exceptional tech talent with some of the most exciting startups and scaleups in the blockchain, AI, and software space. If you’re looking for your next tech role (or just want to see what we’re working on), check out our open positions here 👉 https://lnkd.in/gefjS2_U #MLabs #TeamUpdate #Hiring #Startups #Scaleups #TechCareers

📣 MLabs is back with another deep dive for Haskell and Cardano builders 📣 Our latest post, Patterns & Paradoxes: The Logic of Pattern Synonyms, explores how modern features like pattern synonyms and view patterns let developers bridge the gap between elegant APIs and efficient data representation. In short, these tools let you write code that's: *constructor-like and ergonomic *safe by design (no invalid states) *packed tight for performance Want to design elegant interfaces without sacrificing performance or safety? In this post, we show how to hide low-level, high-performance representations behind expressive, pattern-matchable views delivering real speedups without sacrificing safety. 👉 Read the full post here: https://lnkd.in/eZJV7Bfc

📣 From theory to throughput, MLabs is excited to share its latest blog post on Pull Arrays in Plutarch. If you're not up to speed: CIP-138 brought built-in arrays to Cardano, giving Plutus Core constant-time lookups. And with them, access to a lot of the classic algorithms/data structures engineers know and love 🤓 Yet not all was well in Cardano-land. The raw API remains cumbersome, making it challenging (sometimes impossible) to get the desired benefits of spatially local data structures via functional languages. That's why we introduced Pull Arrays to Plutarch (e.g., the PPullArray type), our efficient Haskell eDSL for Cardano. With Pull Arrays, we finally get to enjoy array perks onchain: * maps/zips/slices compose without extra allocations * Real performance wins versus list-based flows * Θ(1) introductions & efficient slices * A cleaner, more ergonomic API that builds on CIP-138 rather than fighting it for a first-in-class solution Pretty cool, huh? Want to learn more, peer into the nitty-gritty, and see the benchmark receipts for yourself? 👉 Head over to our latest post: https://lnkd.in/eMBh2Pam

🔥 STOP SCROLLING! 🔥 Our clients are hiring top-tier Engineering talent globally. If you're looking for a challenging new role, we want to hear from you. We have a huge influx of open positions, including: 🧠 AI Engineers (Applied/ML) 💻 Full Stack Developers (Senior/Lead) 🚀 Forward Deployed Engineers Ready to apply? Check out all openings now: https://lnkd.in/gefjS2_U These roles are available across key tech hubs: USA (San Francisco, New York, WA/Seattle), India and London, UK. #FindYourNextRole #Hiring #TechJobs #AIEngineer #FullStack #ForwardDeployedEngineer #SoftwareDeveloper #SanFrancisco #NewYork #London #WAJobs #USATech #India #AIJobs

🔥 STOP SCROLLING! 🔥 Our clients are hiring top-tier Engineering talent globally. If you're looking for a challenging new role, we want to hear from you. We have a huge influx of open positions, including: 🧠 AI Engineers (Applied/ML) 💻 Full Stack Developers (Senior/Lead) 🚀 Forward Deployed Engineers Ready to apply? Check out all openings now: https://lnkd.in/gefjS2_U These roles are available across key tech hubs: USA (San Francisco, New York, WA/Seattle), India and London, UK. #FindYourNextRole #Hiring #TechJobs #AIEngineer #FullStack #ForwardDeployedEngineer #SoftwareDeveloper #SanFrancisco #NewYork #London #WAJobs #USATech #India #AIJobs

🚀 Milestone 2 Complete - Quarterly Dependency Update for Cardano.nix MLabs has successfully completed Milestone 2: Quarterly Dependency Update for the Cardano.nix open-source project. This milestone keeps Cardano.nix fully aligned with the latest stable versions across the Cardano ecosystem, ensuring compatibility, reliability, and a smoother developer experience for anyone deploying Cardano infrastructure via Nix. Key highlights: 🔹 Updated all core dependencies to current stable versions (as of September 2025) 🔹 Completed full integration and validation testing 🔹 Published updated documentation and changelogs 🔹 Released new public notes and announcements for the community Developers and operators can find all changelogs and updated docs here: 👉 https://lnkd.in/gHSS9PmJ 📝 To learn more about the Cardano.nix initiative and how it simplifies infrastructure deployment, read our blog post: https://lnkd.in/ghRQnt6U This work is part of our ongoing commitment to supporting open-source Cardano infrastructure tools for ecosystem reliability and scalability. #Cardano #OpenSource #MLabs #NixOS #Infrastructure #Blockchain #CardanoNix #DevOps

Ready to build the future with us? 👏 Explore all new roles and apply today ➡️ https://lnkd.in/gefjS2_U 🎉 #FullStackAI #MLOps #AIjobs #SoftwareEngineer #Hiring #TechJobs #FullStack #WeAreHiring #StartUp

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