Forward Deployed Software Engineer

Join Us at LegoraAt Legora, we are on an ambitious journey to transform the legal landscape. Unlike traditional solutions that cater solely to lawyers, we collaborate with them to ensure our innovative tools meet their real-world needs. Our AI-driven workspace not only enhances efficiency but also empowers legal professionals to ask insightful questions and uncover new perspectives.We are pushing the limits of legal technology to make intricate processes more intelligent, quicker, and more user-friendly. Our advancements allow for rapid analysis of extensive documents and the creation of automated workflows, developed in partnership with top-tier legal firms.Trusted by firms like Cleary Gottlieb, Goodwin, Bird & Bird, and Linklaters across 40 countries, we are not resting on our laurels. We prioritize fast shipping, effective iteration, and strategic scaling to ensure we remain at the forefront of the industry.Joining Legora means becoming part of a team that strives for excellence and believes in collective success. If you're passionate about leveraging technology to empower lawyers and eager to create meaningful change in a dynamic environment, we want to hear from you!Be a Part of Shaping the Future of Legal TechnologyThe RoleAre you ready to elevate your AI career? At Legora, we are committed to redefining the legal industry through advanced AI and LLM technologies. We are looking for talented software engineers to join our agile team, where you will tackle complex projects and help transform the way legal professionals operate.Note: This is a full-time, in-office role based in Stockholm, as we believe in the power of collaboration.Your Responsibilities:Design and implement end-to-end AI and LLM functionalities for our web platform.Stay updated with cutting-edge LLM features and agentic tools.Utilize technologies such as React, Node.js, AWS, Azure, and Kubernetes.Take ownership of our codebase, ensuring high-quality code, security, and rapid development.

Supernormal develops AI-powered tools designed to make work simpler and more productive. The team prioritizes practical technology that streamlines workflows and encourages collaboration, aiming to help teams achieve strong results without unnecessary complexity. Role overview The Backend Software Engineer will have a key role in shaping the AI backend at Supernormal. The position involves leading technical projects from start to finish, guiding architectural decisions, and mentoring other engineers. Reporting to the Head of Engineering, this engineer will collaborate closely with colleagues across engineering, product, and design teams. This role suits someone who enjoys taking ownership, influencing core backend systems, and maintaining quality throughout the stack. The work combines hands-on engineering with technical leadership. What you will do Design, build, and maintain scalable backend services and APIs for Supernormal’s main product. Take responsibility for backend features from technical planning and implementation to testing and monitoring in production. Work with frontend engineers and product teams to define and document API contracts. Troubleshoot and resolve performance, reliability, and scaling issues. Participate in code reviews and help set strong engineering practices for a high-quality codebase. Contribute to infrastructure decisions, including cloud architecture, deployment pipelines, observability, and on-call processes. Requirements Minimum 6 years of professional experience in backend software engineering, with strong knowledge of distributed systems and API design. Proficiency with large codebases in Rust, TypeScript, and Ruby. Experience building and running production systems at scale, with a sense of ownership for shipped applications. Solid understanding of cloud infrastructure (AWS, GCP, or Azure), containerization, and CI/CD workflows. Comfortable working in a small, adaptable team with shifting priorities and broad responsibilities. Clear communication skills and the ability to collaborate across disciplines. Proactive and action-oriented, with a preference for simplicity and iteration over complexity. Preferred qualifications Experience with real-time data processing, streaming architectures such as Kafka or Pub/Sub, or WebSockets. Familiarity with speech-to-text APIs like Deepgram. Location This position is based in Stockholm, Stockholm County, Sweden.

About Applied IntuitionApplied Intuition, Inc. is at the forefront of advancing physical AI technologies. Established in 2017 and currently valued at $15 billion, our Silicon Valley-based firm is dedicated to developing the essential digital framework that will integrate intelligence into every moving machine worldwide. Our innovative solutions cater to the automotive, defense, trucking, construction, mining, and agriculture sectors, focusing on three main areas: tools and infrastructure, operating systems, and autonomy. Trusted by eighteen of the top twenty global automakers, alongside the United States military and its allies, we provide cutting-edge solutions designed to deliver physical intelligence. With headquarters in Sunnyvale, California, and additional offices in Washington, D.C.; San Diego; Fort Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo, we invite you to explore more about us at applied.co.Our company thrives on in-office collaboration, with an expectation for employees to work from their Applied Intuition office five days a week. We value flexibility and encourage our employees to manage their schedules responsibly, allowing for occasional remote work, morning meetings from home, or early departures for family commitments.Meet Our Software Engineers!Discover the stories of our software engineers who are shaping the future of autonomy and providing world-class solutions that help clients accelerate their time to market. Learn about their journeys to Applied Intuition, what keeps them engaged, and their insights for prospective candidates.

About SanaSana is an innovative AI laboratory dedicated to developing superintelligent solutions for the workplace. Our philosophy is rooted in the belief that organizations can achieve their goals more efficiently when teams have seamless access to knowledge, automation of repetitive tasks, and the ability to learn continuously, all facilitated by intelligent AI systems. As a subsidiary of Workday, we focus on creating AI technologies that enhance human capabilities rather than replacing them.To realize our mission, we offer two cutting-edge products. Sana Agents streamline the process of accessing all company applications, knowledge, and data, allowing AI agents to perform meaningful work and enabling teams to process and act on information at an unparalleled scale. Sana Learn is a comprehensive AI-driven learning platform that merges the ease of a contemporary learning environment with intelligent functionalities such as an AI tutor, automated content generation, and interactive applications, ensuring that knowledge is not only accessible but also actionable.We are a highly skilled and passionate team of engineers and designers hailing from prestigious companies like Google, Spotify, Apple, and Databricks, all driven by a commitment to technical excellence and rapid development. Our tools are already empowering over a million users to enhance their learning and productivity across numerous leading enterprises, and we are just beginning our journey.About the RoleWe invite you to join our engineering team and play a pivotal role in shaping the future of knowledge sharing and AI-powered learning. We are on the lookout for gifted engineers who can contribute across our technology stack. Whether you are a generalist or possess specialized expertise, we appreciate strong engineering fundamentals and a growth mindset.Our Tech StackOur development is centered around a modern stack optimized for both human and AI interaction.Backend: TypeScript, Kotlin, Node.jsFrontend: TypeScript, React, TailwindDatabases: Postgres, RedisCloud Infrastructure: GCP/Kubernetes/TerraformWhat We OfferBe part of the future of AI alongside brilliant minds from industry-leading companies such as Google, Apple, Spotify, Notion, Slack, Databricks, and BCG.Receive a competitive salary along with a transparent and appealing equity options program.Experience rapid professional growth in a dynamic environment that promotes continuous feedback and mentorship from experienced leaders.Collaborate with talented colleagues across more than five countries while serving global clients, all from our beautiful office in Stockholm.

About SanaSana is an innovative AI laboratory dedicated to creating superintelligence solutions for the workplace. We believe that organizations can achieve their goals more efficiently when teams have seamless access to knowledge, can automate repetitive tasks, and have the ability to learn anything through agentic AI. As a subsidiary of Workday, our mission is to develop AI that enhances human capabilities rather than replacing them.Our vision is realized through two flagship products: Sana Agents and Sana Learn. Sana Agents provide a streamlined interface to access all company applications, knowledge bases, and data, empowering AI agents to perform meaningful work and enabling teams to process and act on information at an unprecedented scale. Sana Learn is an AI-driven learning platform that fuses the ease of modern learning environments with intelligent features such as an AI tutor, automated content creation, and interactive applications, transforming knowledge into actionable insights.We are a team of highly skilled engineers and designers from top-tier companies like Google, Spotify, Apple, and Databricks, all driven by a passion for technical excellence and rapid innovation. Our tools already support over a million users to enhance their learning and work efficiency across hundreds of leading enterprises, and we are just getting started.About the RoleAs a Backend Engineer, you will be instrumental in building and enhancing the core services that power our agents and product features, focusing on enterprise-scale workloads, performance optimization, and sustainable architecture. You will lead the architecture and system design to ensure our platform can accommodate high data volumes, diverse entities, and meet the demands of enterprise clients.Key ResponsibilitiesDesign and decompose services and APIs for scalability and clarity.Develop eventing and queue systems for reliable, high-throughput data flows.Oversee schema evolution, migrations, query/index optimization, and caching strategies.Establish and enforce consistency models and multi-region readiness.Optimize for performance budgets and privacy/tenant isolation.Work hands-on with TypeScript/Node, Postgres, and distributed systems.Success MetricsCore services are dependable, scalable, and easily adaptable.Potential risks are identified and mitigated proactively.APIs are clear, well-documented, and facilitate seamless product experiences.

Join Us as a Fullstack Engineer in AI Code Security! At Lovable, we are on the lookout for a passionate Fullstack Engineer who is dedicated to advancing AI code security. In this role, you will be at the forefront of designing and implementing robust static code analysis and security scanning capabilities, ensuring that Lovable remains the premier AI-powered software creation platform globally.Why Choose Lovable?Lovable empowers individuals and teams to develop software using plain English. Our platform is utilized by a diverse range of users, from solo entrepreneurs to Fortune 100 companies, allowing millions to turn their ideas into tangible products swiftly. We are spearheading a transformative shift in software development, providing you with a unique opportunity to make a significant impact in the digital landscape. With a user base exceeding 2 million across over 200 countries, our influence is vast—and we are just getting started.Based in Stockholm, we are a small yet highly skilled team committed to building a company that will define a generation. We prioritize ownership, rapid iteration, and collaborative efforts with minimal ego. We are looking for individuals who are deeply passionate about their craft, who will challenge us, and who are motivated to create lasting change.Key Qualifications3+ years of experience in code security, static analysis, or code scanning, preferably with a focus on security-centric products (SAST, linters, vulnerability scanners, or similar utilizing AI or sophisticated machine learning techniques).5+ years of full-stack engineering experience delivering high-quality software products.Expertise in modern frontend technologies (React/TypeScript) and backend programming (Golang, Rust).Comprehensive understanding of system design, performance trade-offs, and scalable architectures.Strong product insight with the ability to convert security insights into user-friendly and actionable experiences.Bonus: A Master’s or PhD in code analysis, static analysis, or a related discipline. Experience in integrating AI/LLMs into security tools. Knowledge of mobile application security scanning.Your ResponsibilitiesDevelop our code scanning engine: Architect and execute static analysis and security scans that identify issues within user-generated application code for both web and mobile platforms.Deliver features end-to-end, spanning frontend, backend, and infrastructure alongside a compact, autonomous team (≤3 engineers).Incorporate AI/LLM functionalities into security workflows to detect, elucidate, and resolve vulnerabilities.Promote secure coding practices, perform security-focused code reviews, and elevate standards across the engineering organization.Shape our technical trajectory and product roadmaps.

About UsLegora is revolutionizing the legal industry by transforming the way legal work is conducted. We don’t just build solutions for lawyers; we collaborate with them to ensure that our tools are effective and truly meet their needs. Our AI-driven workspace empowers legal professionals to work more efficiently and to ask insightful questions, unlocking unprecedented insights. We continuously innovate in legal tech, making complex processes smarter, faster, and more humane. From analyzing thousands of documents in mere minutes to crafting intelligent workflows alongside leading practices, we are making the future a reality.Trusted by prestigious global firms such as Cleary Gottlieb, Goodwin, Bird & Bird, and Linklaters in over 40 countries, our growth is intentional. We prioritize speed, effective iteration, and scalable solutions, all by design.At Legora, we believe that “good enough” is not sufficient. We strive to empower lawyers to achieve their best work with technology that understands their needs. If you are passionate about building from the ground up, collaborating with exceptional talent, and driving change in a high-stakes, impactful environment, we invite you to join us.Join Us in Shaping the Future of Legal TechAs a Software Engineer on the Internal Tooling team at Legora, you will develop and maintain the systems that underpin our internal operations for Customer Enablement at scale. This role is situated at the intersection of Engineering and Operations, focusing on designing and developing back-office platforms, automation workflows, and AI-enhanced tools that empower our teams to provide exceptional support to our clients.Your contributions will be vital in creating systems that boost efficiency, minimize manual tasks, and integrate AI into our customer support and operational processes. Your work will directly influence our company's success.This position is based in our Stockholm office, requiring in-person collaboration five days a week. We believe that working together on-site leads to superior outcomes in our rapidly growing environment.

Join Us in Transforming Legal WorkAt Legora, we are committed to revolutionizing the way legal professionals operate. We don’t just create solutions for lawyers; we collaborate with them to ensure our tools are effective and user-centric. Our innovative AI-driven workspace enhances the efficiency of legal workflows, enabling professionals to ask insightful questions and unlock valuable insights. With our cutting-edge technology, we simplify complex legal processes, empowering users to analyze thousands of documents in mere minutes and design intelligent workflows in partnership with leading legal practices.Trusted by prestigious firms like Cleary Gottlieb, Goodwin, Bird & Bird, and Linklaters across over 40 countries, we are on an ambitious growth trajectory. Our agile approach to product development emphasizes rapid shipping, effective iteration, and strategic scaling.Joining Legora means becoming part of a team that refuses to settle for mediocrity. We believe in the power of collaboration and technology to elevate the legal profession. If you are passionate about building innovative solutions, working alongside talented individuals, and shaping a high-impact sector, we want to hear from you!About the RoleLegora AB is seeking a Staff Software Engineer to lead the delivery of significant features and develop scalable systems. In this senior role, you will oversee the end-to-end process of technical solutions, from design to deployment, while fostering innovation through close collaboration with Product, Engineering, and other teams.Your ResponsibilitiesDesign, architect, and implement new features with a strong focus on performance, quality, and stability.Work collaboratively across departments to convert business requirements and product concepts into solid technical solutions.Guide engineering teams through the complete software development lifecycle, from ideation and planning to development, launch, and continuous improvement.Promote automation and process enhancements that expedite feature delivery and uphold technical standards.Maintain high standards for code quality, documentation, and compliance throughout the development process.

Evolution is looking for a Software Engineer to join the team in Stockholm. This position centers on building and improving gaming platforms, with an emphasis on developing reliable software and collaborating across teams. Key responsibilities Develop software to support and enhance gaming products Work closely with engineers, designers, and other specialists from different teams Take part in designing, implementing, and maintaining software systems Requirements Proven experience in software development Interest in tackling challenging projects Comfort working within a team Motivation to learn and adapt to new technologies Location This role is based in Stockholm.

Join Us in Revolutionizing Healthcare!At Tandem Health, we are on a mission to reimagine healthcare by prioritizing clinicians. Our innovative platform, crafted by clinicians for clinicians, is built on profound insights into real-world challenges, featuring intuitive medical notes and workflows that genuinely enhance patient care.As a rapidly scaling health-tech company supported by leading investors and expanding globally, we are driven by curiosity and the urgency to make a significant impact. If you are passionate about innovation and eager to contribute to meaningful change, we want to hear from you!Role OverviewWe are seeking a skilled and enthusiastic AI Engineer to join our team, developing a state-of-the-art LLM-centric application that aims to revolutionize the healthcare experience across Europe. This role presents an exciting opportunity to blend advanced AI, user-friendly design, and real-world impact in a dynamic startup environment where innovative ideas thrive. You will collaborate with a world-class team to shape the future of healthcare delivery using robust, production-grade LLM technology.Your ResponsibilitiesDesign and develop a comprehensive, LLM-driven application, integrating an intuitive user interface with backend model systems.Monitor and enhance an existing, widely used LLM application currently in production.Rapidly iterate on features to incorporate the latest advancements in LLMs, infrastructure, and user feedback.Take full ownership of the end-to-end delivery of features and solutions, from concept to deployment.Collaborate cross-functionally with product, design, and engineering teams to achieve meaningful user outcomes.QualificationsStrong background in AI engineering, particularly with LLM-focused products.Demonstrated experience in delivering production-grade applications, preferably within fast-paced or startup environments.A proactive attitude, comfort with ambiguity, and passion for solving complex challenges.A collaborative mindset, eager to work alongside top-tier colleagues and contribute to a culture that fosters great ideas.Familiarity with our core technology stack: Python, TypeScript, React, Kubernetes.A genuine motivation to help reshape healthcare in Europe while enjoying the journey.Bonus SkillsExperience with Microsoft-based infrastructure.

Lovable serves over 2 million users worldwide, helping people build software using clear, direct language. The team seeks an AI Research Engineer specializing in post-training processes to strengthen one of the market’s fastest-growing AI products. Role overview This position focuses on the post-training pipeline for Lovable’s AI models. The work blends hands-on model training, production infrastructure, and rapid deployment of optimized models. The team values speed and expects research to become working features in days or weeks, not months. Balancing research with real-world deployment is key. What you will do Oversee the complete post-training pipeline for AI models Apply recent research to practical training methods and workflows Deploy optimized models quickly to improve user engagement Work directly with both model training and production infrastructure Deliver results that impact users and product quality Team and culture The Stockholm-based team is small, skilled, and values ownership, speed, and collaboration. Lovable’s platform supports everyone from solo founders to global enterprises, enabling rapid transformation of ideas into products. Users span more than 200 countries. Location This role is based in Stockholm.

Join Sopra Steria as an AI Engineer in the vibrant city of Stockholm, where you'll have the opportunity to contribute to cutting-edge projects that leverage artificial intelligence to drive innovation and efficiency. You will work closely with a talented team of engineers and data scientists to develop intelligent solutions that address complex challenges and enhance business processes.

Join our dynamic team at Devoteam as a Senior to Principal Machine Learning / AI Engineer, where your expertise in cutting-edge technology will drive innovation and excellence. You will collaborate with talented professionals to develop and implement advanced machine learning solutions that address real-world challenges.

Join Celonis, the global frontrunner in Process Intelligence technology and one of the fastest-growing SaaS companies worldwide. We recognize the immense potential to enhance productivity by embedding AI, data, and intelligence into business processes – and we need your expertise to make it happen. Are you ready to be part of this journey?Role OverviewAs a Senior Applied AI Engineer, you will collaborate directly with our key clients to grasp their objectives and challenges. Your role involves pinpointing significant AI opportunities and translating them into quantifiable business outcomes. You will leverage Celonis solutions utilizing the world's foremost Process Intelligence (PI) platform alongside leading AI and ML technology partners, including Microsoft, OpenAI, and Databricks. By integrating operational context into AI, we empower our customers to maximize the return on their AI initiatives at scale. In this role, you will prototype solutions, showcase their value to executives, and ensure successful deployment and realization of benefits, thereby expanding Celonis' presence among our clients.This role is perfect for individuals who thrive on direct customer engagement and have a knack for transforming intricate business dilemmas into actionable AI solutions. The emphasis is on problem identification, solution development, and business impact rather than solely software engineering. While prototyping AI solutions is part of the job, the overarching aim is to deliver substantial value to our clients.Key Responsibilities:Identify High-Impact AI Opportunities: Partner closely with enterprise clients to understand their strategic goals and operational hurdles, determining how AI can provide measurable business value.Design AI-Powered Solutions: Develop scalable AI solution architectures by translating complex business problems, merging the Celonis Process Intelligence platform with cutting-edge AI technologies.Prototype & Demonstrate Value: Swiftly create prototypes and proof-of-value solutions that yield tangible outcomes for business and technical stakeholders.Lead AI Innovation with Customers: Organize workshops, hackathons, and innovation sessions with clients to explore transformative AI applications in their operations.

About Our Team:Join X5 Music Group, a prominent force in the music industry based in Stockholm. We combine the dynamic energy of a startup with the robust support and resources of Warner Music Group. Our mission is to create and deliver innovative music products to major platforms, utilizing our custom-built application suite. Our passionate team merges technical skill with musical knowledge to enhance the connection between music lovers and their favorite tunes. We offer a hybrid work model and a modern office with stunning views of central Stockholm.Your Role:As a .NET Software Engineer at X5, you will play a pivotal role in developing our music business application suite, which is critical for curating top-tier music products from our extensive catalog while analyzing trends and financial data for our stakeholders, including record labels and artists. You will collaborate within a small, dedicated team of engineers, working closely with application users and stakeholders. Your responsibilities will include immersing yourself in business processes, ensuring seamless operation, and driving continuous improvement for our applications.

Join Evolution Gaming as a Senior Software Engineer and be part of a dynamic team that is revolutionizing the gaming industry. You will play a crucial role in designing and developing high-performance software solutions that enhance user experience and drive innovation.

Job ID: FEQ327R156 Role Overview Databricks is seeking a Senior Solutions Architect with deep expertise in AI and ML Engineering to join the team in Stockholm, Sweden. This specialist role serves as a key technical resource for both Databricks clients and internal Field Engineering, focusing on helping enterprise and strategic customers design scalable, production-ready machine learning and AI applications on the Databricks platform. The position involves close collaboration with Solution Architects and offers the chance to work hands-on with technologies in Generative AI, MLOps, and broader machine learning fields. There are also opportunities to mentor others and contribute to AI thought leadership within the company. What You Will Do Design and implement production-grade ML and AI solutions for clients using the Databricks platform, including agents, end-to-end ML pipelines, training and inference optimization, and integration with cloud-native services. Serve as a trusted advisor for enterprise Generative AI projects, including Retrieval-Augmented Generation (RAG) architectures, agentic systems, and natural language querying of structured data. Develop, scale, and optimize customer AI workloads, applying strong MLOps practices to support deployment across different domains. Provide advanced technical support to Solution Architects throughout the sales cycle, covering areas such as feature engineering and model monitoring, and engage with the broader ML expert community at Databricks. Collaborate with product and engineering teams to represent customer needs, help set priorities, and influence the product roadmap to support the adoption of Databricks' AI solutions.

Overview: We are on the lookout for talented Backend Product Engineers to join our team and shape the future of artificial intelligence. You will engage with our entire technology stack to develop features that will empower the next generation of creators and innovators.Why Join Lovable?At Lovable, we empower individuals to create software with simple, plain English. From solo entrepreneurs to Fortune 100 companies, millions have utilized Lovable to metamorphose raw ideas into tangible products swiftly. We are pioneering a revolutionary shift in software development, offering you a unique chance to redefine the digital landscape. Over 2 million users across 200+ countries leverage Lovable to launch businesses, tackle complex challenges, and realize their aspirations. And this is just the beginning.Our small, exceptionally skilled team is building a transformative company headquartered in Stockholm. We prioritize ownership, speed, and collaborative, low-ego teamwork. We are searching for individuals who are passionate, willing to challenge norms, and eager to create something impactful.What We Seek5+ years of experience in designing, building, and scaling backend systems for production-level productsProficient in Go, Rust, or other similar backend programming languages, with strong API design capabilitiesThorough understanding of distributed systems, scalability, reliability, and performance trade-offsDemonstrated experience in integrating with frontend and machine learning systems to deliver product featuresPossess strong product instincts, with the ability to balance rapid delivery with long-term sustainabilityYour ResponsibilitiesIn brief: Develop and empower the core of Lovable products, ensuring they are swift, reliable, and capable of supporting millions of users.Design, implement, and maintain backend services, APIs, and infrastructure componentsTake complete ownership of backend systems: architecture, implementation, deployment, monitoring, and iterationWork closely with frontend, machine learning, and product teams to turn ideas into robust, scalable featuresContribute to shaping our backend architecture, engineering culture, and technical strategyOur Technology StackWe utilize tools that both humans and AI appreciate:Frontend:...

Join Us as a Platform Engineer at Lovable, where we are driving the future of AI software engineering. We are seeking a talented platform engineer to architect and scale our infrastructure, ensuring it meets the immense demands of our innovative software solutions. Why Choose Lovable?At Lovable, we empower individuals and businesses to create software using simple English language. From solo entrepreneurs to Fortune 100 companies, millions of users rely on our platform to turn their ideas into tangible products rapidly. We are at the forefront of a revolutionary change in software development, providing you with an exceptional opportunity to redefine digital creation. With over 2 million users across more than 200 countries, Lovable is just beginning its journey of transformation.Our small, highly skilled team is based in Stockholm, and we prioritize extreme ownership, rapid execution, and collaborative teamwork without ego. We are looking for individuals who are passionate, quick to deliver, and eager to make a significant impact.Ideal Candidate ProfileExtensive experience in building production infrastructure as a Platform Engineer, Site Reliability Engineer, or a similar role.Proficient in service orchestration, networking, cloud infrastructure, and modern scalable infrastructure practices gained from experience in a global tech startup or scale-up.Strong programming skills in relevant languages.Ability to navigate ambiguity and address challenges as they arise.A keen focus on security, stability, and performance, with the ability to make informed trade-offs.Located in Stockholm or willing to relocate, as this is an on-site role requiring attendance five days a week.Your ResponsibilitiesIn summary: You will own and scale the platform that enables everyone to utilize AI in their engineering work.Design, build, and maintain systems crucial for our AI product, including:A secure and scalable runtime environment for running AI agent workloads.A high-throughput sandbox scheduler spanning multiple cloud providers.Fortify our infrastructure against failures, downtime, and performance slowdowns.Support our growth, ensuring our infrastructure remains robust and does not become a bottleneck.